Overview

Dataset info

Number of variables186
Number of observations91713
Missing cells5743492 (33.7%)
Duplicate rows0 (0.0%)
Total size in memory171.5 MiB
Average record size in memory1.9 KiB

Variables types

NUM161
BOOL16
CAT9

Reproduction info

Date of analysis2020-01-18 12:45:47.172706
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

age has 4228 (4.6%) missing values Missing
albumin_apache has 54379 (59.3%) missing values Missing
apache_2_bodysystem has 1662 (1.8%) missing values Missing
apache_2_diagnosis has 1662 (1.8%) missing values Missing
apache_3j_bodysystem has 1662 (1.8%) missing values Missing
apache_3j_diagnosis has 1101 (1.2%) missing values Missing
apache_4a_hospital_death_prob has 7947 (8.7%) missing values Missing
apache_4a_hospital_death_prob has 2488 (2.7%) zeros Zeros
apache_4a_icu_death_prob has 7947 (8.7%) missing values Missing
apache_4a_icu_death_prob has 9694 (10.6%) zeros Zeros
bilirubin_apache has 58134 (63.4%) missing values Missing
bmi has 3429 (3.7%) missing values Missing
bun_apache has 19262 (21.0%) missing values Missing
creatinine_apache has 18853 (20.6%) missing values Missing
d1_albumin_max has 49096 (53.5%) missing values Missing
d1_albumin_min has 49096 (53.5%) missing values Missing
d1_arterial_pco2_max has 59271 (64.6%) missing values Missing
d1_arterial_pco2_min has 59271 (64.6%) missing values Missing
d1_arterial_ph_max has 60123 (65.6%) missing values Missing
d1_arterial_ph_min has 60123 (65.6%) missing values Missing
d1_arterial_po2_max has 59262 (64.6%) missing values Missing
d1_arterial_po2_min has 59262 (64.6%) missing values Missing
d1_bilirubin_max has 53673 (58.5%) missing values Missing
d1_bilirubin_min has 53673 (58.5%) missing values Missing
d1_bun_max has 10514 (11.5%) missing values Missing
d1_bun_min has 10514 (11.5%) missing values Missing
d1_calcium_max has 13069 (14.2%) missing values Missing
d1_calcium_min has 13069 (14.2%) missing values Missing
d1_creatinine_max has 10169 (11.1%) missing values Missing
d1_creatinine_min has 10169 (11.1%) missing values Missing
d1_diasbp_invasive_max has 67984 (74.1%) missing values Missing
d1_diasbp_invasive_min has 67984 (74.1%) missing values Missing
d1_diasbp_noninvasive_max has 1040 (1.1%) missing values Missing
d1_diasbp_noninvasive_min has 1040 (1.1%) missing values Missing
d1_glucose_max has 5807 (6.3%) missing values Missing
d1_glucose_min has 5807 (6.3%) missing values Missing
d1_hco3_max has 15071 (16.4%) missing values Missing
d1_hco3_min has 15071 (16.4%) missing values Missing
d1_hemaglobin_max has 12147 (13.2%) missing values Missing
d1_hemaglobin_min has 12147 (13.2%) missing values Missing
d1_hematocrit_max has 11654 (12.7%) missing values Missing
d1_hematocrit_min has 11654 (12.7%) missing values Missing
d1_inr_max has 57941 (63.2%) missing values Missing
d1_inr_min has 57941 (63.2%) missing values Missing
d1_lactate_max has 68396 (74.6%) missing values Missing
d1_lactate_min has 68396 (74.6%) missing values Missing
d1_mbp_invasive_max has 67777 (73.9%) missing values Missing
d1_mbp_invasive_min has 67777 (73.9%) missing values Missing
d1_mbp_noninvasive_max has 1479 (1.6%) missing values Missing
d1_mbp_noninvasive_min has 1479 (1.6%) missing values Missing
d1_pao2fio2ratio_max has 66008 (72.0%) missing values Missing
d1_pao2fio2ratio_min has 66008 (72.0%) missing values Missing
d1_platelets_max has 13444 (14.7%) missing values Missing
d1_platelets_min has 13444 (14.7%) missing values Missing
d1_potassium_max has 9585 (10.5%) missing values Missing
d1_potassium_min has 9585 (10.5%) missing values Missing
d1_resprate_min has 3673 (4.0%) zeros Zeros
d1_sodium_max has 10195 (11.1%) missing values Missing
d1_sodium_min has 10195 (11.1%) missing values Missing
d1_sysbp_invasive_max has 67959 (74.1%) missing values Missing
d1_sysbp_invasive_min has 67959 (74.1%) missing values Missing
d1_sysbp_noninvasive_max has 1027 (1.1%) missing values Missing
d1_sysbp_noninvasive_min has 1027 (1.1%) missing values Missing
d1_temp_max has 2324 (2.5%) missing values Missing
d1_temp_min has 2324 (2.5%) missing values Missing
d1_wbc_max has 13174 (14.4%) missing values Missing
d1_wbc_min has 13174 (14.4%) missing values Missing
ethnicity has 1395 (1.5%) missing values Missing
fio2_apache has 70868 (77.3%) missing values Missing
gcs_eyes_apache has 1901 (2.1%) missing values Missing
gcs_motor_apache has 1901 (2.1%) missing values Missing
gcs_unable_apache has 1037 (1.1%) missing values Missing
gcs_verbal_apache has 1901 (2.1%) missing values Missing
glucose_apache has 11036 (12.0%) missing values Missing
h1_albumin_max has 83824 (91.4%) missing values Missing
h1_albumin_min has 83824 (91.4%) missing values Missing
h1_arterial_pco2_max has 75959 (82.8%) missing values Missing
h1_arterial_pco2_min has 75959 (82.8%) missing values Missing
h1_arterial_ph_max has 76424 (83.3%) missing values Missing
h1_arterial_ph_min has 76424 (83.3%) missing values Missing
h1_arterial_po2_max has 75945 (82.8%) missing values Missing
h1_arterial_po2_min has 75945 (82.8%) missing values Missing
h1_bilirubin_max has 84619 (92.3%) missing values Missing
h1_bilirubin_min has 84619 (92.3%) missing values Missing
h1_bun_max has 75091 (81.9%) missing values Missing
h1_bun_min has 75091 (81.9%) missing values Missing
h1_calcium_max has 75863 (82.7%) missing values Missing
h1_calcium_min has 75863 (82.7%) missing values Missing
h1_creatinine_max has 74957 (81.7%) missing values Missing
h1_creatinine_min has 74957 (81.7%) missing values Missing
h1_diasbp_invasive_max has 74928 (81.7%) missing values Missing
h1_diasbp_invasive_min has 74928 (81.7%) missing values Missing
h1_diasbp_max has 3619 (3.9%) missing values Missing
h1_diasbp_min has 3619 (3.9%) missing values Missing
h1_diasbp_noninvasive_max has 7350 (8.0%) missing values Missing
h1_diasbp_noninvasive_min has 7350 (8.0%) missing values Missing
h1_glucose_max has 52614 (57.4%) missing values Missing
h1_glucose_min has 52614 (57.4%) missing values Missing
h1_hco3_max has 76094 (83.0%) missing values Missing
h1_hco3_min has 76094 (83.0%) missing values Missing
h1_heartrate_max has 2790 (3.0%) missing values Missing
h1_heartrate_min has 2790 (3.0%) missing values Missing
h1_hemaglobin_max has 73123 (79.7%) missing values Missing
h1_hemaglobin_min has 73123 (79.7%) missing values Missing
h1_hematocrit_max has 73420 (80.1%) missing values Missing
h1_hematocrit_min has 73420 (80.1%) missing values Missing
h1_inr_max has 57941 (63.2%) missing values Missing
h1_inr_min has 57941 (63.2%) missing values Missing
h1_lactate_max has 84369 (92.0%) missing values Missing
h1_lactate_min has 84369 (92.0%) missing values Missing
h1_mbp_invasive_max has 74844 (81.6%) missing values Missing
h1_mbp_invasive_min has 74844 (81.6%) missing values Missing
h1_mbp_max has 4639 (5.1%) missing values Missing
h1_mbp_min has 4639 (5.1%) missing values Missing
h1_mbp_noninvasive_max has 9084 (9.9%) missing values Missing
h1_mbp_noninvasive_min has 9084 (9.9%) missing values Missing
h1_pao2fio2ratio_max has 80195 (87.4%) missing values Missing
h1_pao2fio2ratio_min has 80195 (87.4%) missing values Missing
h1_platelets_max has 75673 (82.5%) missing values Missing
h1_platelets_min has 75673 (82.5%) missing values Missing
h1_potassium_max has 72102 (78.6%) missing values Missing
h1_potassium_min has 72102 (78.6%) missing values Missing
h1_resprate_max has 4357 (4.8%) missing values Missing
h1_resprate_min has 4357 (4.8%) missing values Missing
h1_sodium_max has 72617 (79.2%) missing values Missing
h1_sodium_min has 72617 (79.2%) missing values Missing
h1_spo2_max has 4185 (4.6%) missing values Missing
h1_spo2_min has 4185 (4.6%) missing values Missing
h1_sysbp_invasive_max has 74915 (81.7%) missing values Missing
h1_sysbp_invasive_min has 74915 (81.7%) missing values Missing
h1_sysbp_max has 3611 (3.9%) missing values Missing
h1_sysbp_min has 3611 (3.9%) missing values Missing
h1_sysbp_noninvasive_max has 7341 (8.0%) missing values Missing
h1_sysbp_noninvasive_min has 7341 (8.0%) missing values Missing
h1_temp_max has 21732 (23.7%) missing values Missing
h1_temp_min has 21732 (23.7%) missing values Missing
h1_wbc_max has 75953 (82.8%) missing values Missing
h1_wbc_min has 75953 (82.8%) missing values Missing
height has 1334 (1.5%) missing values Missing
hematocrit_apache has 19878 (21.7%) missing values Missing
hospital_admit_source has 21409 (23.3%) missing values Missing
map_apache has 994 (1.1%) missing values Missing
paco2_apache has 70868 (77.3%) missing values Missing
paco2_for_ph_apache has 70868 (77.3%) missing values Missing
pao2_apache has 70868 (77.3%) missing values Missing
ph_apache has 70868 (77.3%) missing values Missing
pre_icu_los_days has 3711 (4.0%) zeros Zeros
readmission_status has constant value "0" Rejected
resprate_apache has 1234 (1.3%) missing values Missing
sodium_apache has 18600 (20.3%) missing values Missing
temp_apache has 4108 (4.5%) missing values Missing
urineoutput_apache has 48998 (53.4%) missing values Missing
urineoutput_apache has 932 (1.0%) zeros Zeros
wbc_apache has 22012 (24.0%) missing values Missing
weight has 2720 (3.0%) missing values Missing
d1_albumin_max is highly correlated with albumin_apache and 1 other fieldsHigh Correlation
albumin_apache is highly correlated with d1_albumin_max and 1 other fieldsHigh Correlation
d1_albumin_min is highly correlated with albumin_apache and 1 other fieldsHigh Correlation
d1_bilirubin_max is highly correlated with bilirubin_apache and 3 other fieldsHigh Correlation
bilirubin_apache is highly correlated with d1_bilirubin_max and 3 other fieldsHigh Correlation
d1_bilirubin_min is highly correlated with bilirubin_apache and 3 other fieldsHigh Correlation
d1_bun_max is highly correlated with bun_apache and 3 other fieldsHigh Correlation
bun_apache is highly correlated with d1_bun_max and 3 other fieldsHigh Correlation
d1_bun_min is highly correlated with bun_apache and 3 other fieldsHigh Correlation
d1_creatinine_max is highly correlated with creatinine_apache and 3 other fieldsHigh Correlation
creatinine_apache is highly correlated with d1_creatinine_max and 3 other fieldsHigh Correlation
d1_creatinine_min is highly correlated with creatinine_apache and 3 other fieldsHigh Correlation
d1_diasbp_noninvasive_max is highly correlated with d1_diasbp_maxHigh Correlation
d1_diasbp_max is highly correlated with d1_diasbp_noninvasive_maxHigh Correlation
d1_diasbp_noninvasive_min is highly correlated with d1_diasbp_minHigh Correlation
d1_diasbp_min is highly correlated with d1_diasbp_noninvasive_minHigh Correlation
d1_hematocrit_max is highly correlated with d1_hemaglobin_max and 4 other fieldsHigh Correlation
d1_hemaglobin_max is highly correlated with d1_hematocrit_max and 1 other fieldsHigh Correlation
d1_hematocrit_min is highly correlated with d1_hemaglobin_min and 2 other fieldsHigh Correlation
d1_hemaglobin_min is highly correlated with d1_hematocrit_min and 1 other fieldsHigh Correlation
d1_mbp_noninvasive_max is highly correlated with d1_mbp_maxHigh Correlation
d1_mbp_max is highly correlated with d1_mbp_noninvasive_maxHigh Correlation
d1_mbp_noninvasive_min is highly correlated with d1_mbp_minHigh Correlation
d1_mbp_min is highly correlated with d1_mbp_noninvasive_minHigh Correlation
d1_platelets_min is highly correlated with d1_platelets_max and 2 other fieldsHigh Correlation
d1_platelets_max is highly correlated with d1_platelets_min and 2 other fieldsHigh Correlation
d1_sysbp_noninvasive_max is highly correlated with d1_sysbp_maxHigh Correlation
d1_sysbp_max is highly correlated with d1_sysbp_noninvasive_maxHigh Correlation
d1_sysbp_noninvasive_min is highly correlated with d1_sysbp_minHigh Correlation
d1_sysbp_min is highly correlated with d1_sysbp_noninvasive_minHigh Correlation
d1_wbc_min is highly correlated with d1_wbc_max and 1 other fieldsHigh Correlation
d1_wbc_max is highly correlated with d1_wbc_min and 3 other fieldsHigh Correlation
elective_surgery is highly correlated with apache_post_operativeHigh Correlation
apache_post_operative is highly correlated with elective_surgeryHigh Correlation
glucose_apache is highly correlated with d1_glucose_maxHigh Correlation
d1_glucose_max is highly correlated with glucose_apacheHigh Correlation
h1_albumin_min is highly correlated with h1_albumin_maxHigh Correlation
h1_albumin_max is highly correlated with h1_albumin_minHigh Correlation
h1_arterial_pco2_max is highly correlated with d1_arterial_pco2_max and 1 other fieldsHigh Correlation
d1_arterial_pco2_max is highly correlated with h1_arterial_pco2_maxHigh Correlation
h1_arterial_pco2_min is highly correlated with h1_arterial_pco2_maxHigh Correlation
h1_arterial_ph_min is highly correlated with h1_arterial_ph_maxHigh Correlation
h1_arterial_ph_max is highly correlated with h1_arterial_ph_minHigh Correlation
h1_bilirubin_max is highly correlated with bilirubin_apache and 3 other fieldsHigh Correlation
h1_bilirubin_min is highly correlated with bilirubin_apache and 3 other fieldsHigh Correlation
h1_bun_max is highly correlated with bun_apache and 3 other fieldsHigh Correlation
h1_bun_min is highly correlated with bun_apache and 3 other fieldsHigh Correlation
h1_calcium_min is highly correlated with h1_calcium_maxHigh Correlation
h1_calcium_max is highly correlated with h1_calcium_minHigh Correlation
h1_creatinine_max is highly correlated with creatinine_apache and 3 other fieldsHigh Correlation
h1_creatinine_min is highly correlated with creatinine_apache and 3 other fieldsHigh Correlation
h1_diasbp_noninvasive_max is highly correlated with h1_diasbp_maxHigh Correlation
h1_diasbp_max is highly correlated with h1_diasbp_noninvasive_maxHigh Correlation
h1_diasbp_noninvasive_min is highly correlated with h1_diasbp_minHigh Correlation
h1_diasbp_min is highly correlated with h1_diasbp_noninvasive_minHigh Correlation
h1_glucose_min is highly correlated with h1_glucose_maxHigh Correlation
h1_glucose_max is highly correlated with h1_glucose_minHigh Correlation
h1_hco3_max is highly correlated with d1_hco3_min and 1 other fieldsHigh Correlation
d1_hco3_min is highly correlated with h1_hco3_max and 1 other fieldsHigh Correlation
h1_hco3_min is highly correlated with d1_hco3_min and 1 other fieldsHigh Correlation
h1_hemaglobin_max is highly correlated with d1_hemaglobin_max and 3 other fieldsHigh Correlation
h1_hemaglobin_min is highly correlated with h1_hemaglobin_max and 2 other fieldsHigh Correlation
h1_hematocrit_max is highly correlated with d1_hematocrit_max and 3 other fieldsHigh Correlation
h1_hematocrit_min is highly correlated with d1_hematocrit_max and 3 other fieldsHigh Correlation
h1_inr_max is highly correlated with d1_inr_maxHigh Correlation
d1_inr_max is highly correlated with h1_inr_maxHigh Correlation
h1_inr_min is highly correlated with d1_inr_minHigh Correlation
d1_inr_min is highly correlated with h1_inr_minHigh Correlation
h1_lactate_max is highly correlated with d1_lactate_max and 1 other fieldsHigh Correlation
d1_lactate_max is highly correlated with h1_lactate_max and 1 other fieldsHigh Correlation
h1_lactate_min is highly correlated with d1_lactate_max and 1 other fieldsHigh Correlation
h1_mbp_noninvasive_max is highly correlated with h1_mbp_maxHigh Correlation
h1_mbp_max is highly correlated with h1_mbp_noninvasive_maxHigh Correlation
h1_mbp_noninvasive_min is highly correlated with h1_mbp_minHigh Correlation
h1_mbp_min is highly correlated with h1_mbp_noninvasive_minHigh Correlation
h1_pao2fio2ratio_min is highly correlated with h1_pao2fio2ratio_maxHigh Correlation
h1_pao2fio2ratio_max is highly correlated with h1_pao2fio2ratio_minHigh Correlation
h1_platelets_max is highly correlated with d1_platelets_max and 2 other fieldsHigh Correlation
h1_platelets_min is highly correlated with d1_platelets_max and 2 other fieldsHigh Correlation
h1_potassium_min is highly correlated with h1_potassium_maxHigh Correlation
h1_potassium_max is highly correlated with h1_potassium_minHigh Correlation
h1_sodium_min is highly correlated with d1_sodium_min and 1 other fieldsHigh Correlation
d1_sodium_min is highly correlated with h1_sodium_min and 1 other fieldsHigh Correlation
h1_sodium_max is highly correlated with h1_sodium_minHigh Correlation
h1_sysbp_noninvasive_max is highly correlated with h1_sysbp_maxHigh Correlation
h1_sysbp_max is highly correlated with h1_sysbp_noninvasive_maxHigh Correlation
h1_sysbp_noninvasive_min is highly correlated with h1_sysbp_minHigh Correlation
h1_sysbp_min is highly correlated with h1_sysbp_noninvasive_minHigh Correlation
h1_wbc_max is highly correlated with d1_wbc_max and 1 other fieldsHigh Correlation
h1_wbc_min is highly correlated with d1_wbc_max and 1 other fieldsHigh Correlation
hematocrit_apache is highly correlated with d1_hemaglobin_min and 2 other fieldsHigh Correlation
paco2_for_ph_apache is highly correlated with paco2_apacheHigh Correlation
paco2_apache is highly correlated with paco2_for_ph_apacheHigh Correlation
sodium_apache is highly correlated with d1_sodium_minHigh Correlation
wbc_apache is highly correlated with d1_wbc_max and 1 other fieldsHigh Correlation
apache_3j_bodysystem is highly correlated with apache_2_bodysystemHigh Correlation
apache_2_bodysystem is highly correlated with apache_3j_bodysystemHigh Correlation

Variables

age
Real number (ℝ≥0)

MISSING
Distinct count75
Unique (%)0.1%
Missing4228
Missing (%)4.6%
Infinite0
Infinite (%)0.0%
Mean62.309515917014345
Minimum16.0
Maximum89.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum16
5-th percentile29
Q152
median65
Q375
95-th percentile86
Maximum89
Range73
Interquartile range (IQR)23

Descriptive statistics

Standard deviation16.77511879
Coefficient of variation (CV)0.269222422
Kurtosis-0.2100900573
Mean62.30951592
Median Absolute Deviation (MAD)13.54971594
Skewness-0.6244742018
Sum5451148
Variance281.4046103
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
67 2271 2.5%
 
68 2173 2.4%
 
71 2141 2.3%
 
72 2110 2.3%
 
66 2059 2.2%
 
65 2051 2.2%
 
70 2032 2.2%
 
63 1977 2.2%
 
73 1972 2.2%
 
64 1956 2.1%
 
Other values (64) 66743 72.8%
 
(Missing) 4228 4.6%
 
ValueCountFrequency (%) 
16 44 < 0.1%
 
17 126 0.1%
 
18 259 0.3%
 
19 343 0.4%
 
20 338 0.4%
 
ValueCountFrequency (%) 
89 952 1.0%
 
88 1042 1.1%
 
87 1204 1.3%
 
86 1295 1.4%
 
85 1418 1.5%
 

aids
Boolean

Distinct count3
Unique (%)< 0.1%
Missing715
Missing (%)0.8%
Memory size716.6 KiB
0
90920
1
 
78
(Missing)
 
715
ValueCountFrequency (%) 
0 90920 99.1%
 
1 78 0.1%
 
(Missing) 715 0.8%
 

albumin_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count36
Unique (%)< 0.1%
Missing54379
Missing (%)59.3%
Infinite0
Infinite (%)0.0%
Mean2.902967804146354
Minimum1.2
Maximum4.6
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum1.2
5-th percentile1.7
Q12.4
median2.9
Q33.4
95-th percentile4
Maximum4.6
Range3.4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.6818632459
Coefficient of variation (CV)0.2348848805
Kurtosis-0.3929503304
Mean2.902967804
Median Absolute Deviation (MAD)0.5516759176
Skewness-0.1067212348
Sum108379.4
Variance0.4649374861
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.1 2188 2.4%
 
3 2117 2.3%
 
2.9 2088 2.3%
 
3.2 2074 2.3%
 
2.8 2058 2.2%
 
3.3 1896 2.1%
 
2.7 1868 2.0%
 
2.6 1817 2.0%
 
2.5 1734 1.9%
 
3.4 1697 1.9%
 
Other values (25) 17797 19.4%
 
(Missing) 54379 59.3%
 
ValueCountFrequency (%) 
1.2 313 0.3%
 
1.3 144 0.2%
 
1.4 200 0.2%
 
1.5 307 0.3%
 
1.6 446 0.5%
 
ValueCountFrequency (%) 
4.6 114 0.1%
 
4.5 106 0.1%
 
4.4 175 0.2%
 
4.3 270 0.3%
 
4.2 368 0.4%
 

apache_2_bodysystem
Categorical

MISSING
HIGH CORRELATION
Distinct count11
Unique (%)< 0.1%
Missing1662
Missing (%)1.8%
Memory size716.6 KiB
Cardiovascular
38816
Neurologic
11896
Respiratory
11609
Gastrointestinal
9026
Metabolic
 
7650
Other values (5)
11054
ValueCountFrequency (%) 
Cardiovascular 38816 42.3%
 
Neurologic 11896 13.0%
 
Respiratory 11609 12.7%
 
Gastrointestinal 9026 9.8%
 
Metabolic 7650 8.3%
 
Trauma 3842 4.2%
 
Undefined diagnoses 3768 4.1%
 
Renal/Genitourinary 2460 2.7%
 
Haematologic 638 0.7%
 
Undefined Diagnoses 346 0.4%
 
(Missing) 1662 1.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length19
Mean length12.69121062
Min length3
Scatter

apache_2_diagnosis
Real number (ℝ≥0)

MISSING
Distinct count45
Unique (%)< 0.1%
Missing1662
Missing (%)1.8%
Infinite0
Infinite (%)0.0%
Mean185.40173901455842
Minimum101.0
Maximum308.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum101
5-th percentile106
Q1113
median122
Q3301
95-th percentile307
Maximum308
Range207
Interquartile range (IQR)188

Descriptive statistics

Standard deviation86.05088169
Coefficient of variation (CV)0.4641320095
Kurtosis-1.585519286
Mean185.401739
Median Absolute Deviation (MAD)80.5955792
Skewness0.5074104559
Sum16695612
Variance7404.75424
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
113 11740 12.8%
 
301 6807 7.4%
 
302 6702 7.3%
 
112 4350 4.7%
 
308 4114 4.5%
 
117 3923 4.3%
 
124 3906 4.3%
 
122 3768 4.1%
 
303 3329 3.6%
 
110 3206 3.5%
 
Other values (34) 38206 41.7%
 
ValueCountFrequency (%) 
101 376 0.4%
 
102 1883 2.1%
 
103 291 0.3%
 
104 363 0.4%
 
105 1037 1.1%
 
ValueCountFrequency (%) 
308 4114 4.5%
 
307 1818 2.0%
 
306 638 0.7%
 
305 2275 2.5%
 
304 3104 3.4%
 

apache_3j_bodysystem
Categorical

MISSING
HIGH CORRELATION
Distinct count12
Unique (%)< 0.1%
Missing1662
Missing (%)1.8%
Memory size716.6 KiB
Cardiovascular
29999
Neurological
11896
Sepsis
11740
Respiratory
11609
Gastrointestinal
9026
Other values (6)
15781
ValueCountFrequency (%) 
Cardiovascular 29999 32.7%
 
Neurological 11896 13.0%
 
Sepsis 11740 12.8%
 
Respiratory 11609 12.7%
 
Gastrointestinal 9026 9.8%
 
Metabolic 7650 8.3%
 
Trauma 3842 4.2%
 
Genitourinary 2172 2.4%
 
Musculoskeletal/Skin 1166 1.3%
 
Hematological 638 0.7%
 
(Missing) 1662 1.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length20
Mean length11.62430626
Min length3
Scatter

apache_3j_diagnosis
Real number (ℝ≥0)

MISSING
Distinct count400
Unique (%)0.4%
Missing1101
Missing (%)1.2%
Infinite0
Infinite (%)0.0%
Mean558.2163765284952
Minimum0.01
Maximum2201.05
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.01
5-th percentile104.01
Q1203.01
median409.02
Q3703.03
95-th percentile1501.01
Maximum2201.05
Range2201.04
Interquartile range (IQR)500.02

Descriptive statistics

Standard deviation463.2669847
Coefficient of variation (CV)0.8299057572
Kurtosis0.01756256035
Mean558.2163765
Median Absolute Deviation (MAD)373.7422672
Skewness1.013397366
Sum50581102.31
Variance214616.2991
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
501.05 4481 4.9%
 
107.01 4350 4.7%
 
106.01 3923 4.3%
 
403.01 3789 4.1%
 
703.03 3106 3.4%
 
104.01 2956 3.2%
 
502.01 2842 3.1%
 
1207.01 2763 3.0%
 
102.01 2239 2.4%
 
702.01 2064 2.3%
 
Other values (389) 58099 63.3%
 
ValueCountFrequency (%) 
0.01 1 < 0.1%
 
0.02 1 < 0.1%
 
0.03 1 < 0.1%
 
0.04 4 < 0.1%
 
0.06 1 < 0.1%
 
ValueCountFrequency (%) 
2201.05 61 0.1%
 
2201.04 5 < 0.1%
 
2201.03 12 < 0.1%
 
2201.02 10 < 0.1%
 
2201.01 12 < 0.1%
 

apache_4a_hospital_death_prob
Real number (ℝ)

MISSING
ZEROS
Distinct count102
Unique (%)0.1%
Missing7947
Missing (%)8.7%
Infinite0
Infinite (%)0.0%
Mean0.08678688250602871
Minimum-1.0
Maximum0.99
Zeros2488
Zeros (%)2.7%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum-1
5-th percentile0
Q10.02
median0.05
Q30.13
95-th percentile0.5
Maximum0.99
Range1.99
Interquartile range (IQR)0.11

Descriptive statistics

Standard deviation0.247568535
Coefficient of variation (CV)2.852603157
Kurtosis9.825670306
Mean0.08678688251
Median Absolute Deviation (MAD)0.128154357
Skewness-1.484047334
Sum7269.79
Variance0.06129017954
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.01 11023 12.0%
 
0.02 9970 10.9%
 
0.03 7504 8.2%
 
0.04 5996 6.5%
 
0.05 4869 5.3%
 
0.06 3849 4.2%
 
0.07 3259 3.6%
 
0.08 2787 3.0%
 
0 2488 2.7%
 
0.09 2396 2.6%
 
Other values (91) 29625 32.3%
 
(Missing) 7947 8.7%
 
ValueCountFrequency (%) 
-1 2371 2.6%
 
0 2488 2.7%
 
0.01 11023 12.0%
 
0.02 9970 10.9%
 
0.03 7504 8.2%
 
ValueCountFrequency (%) 
0.99 1 < 0.1%
 
0.98 5 < 0.1%
 
0.97 11 < 0.1%
 
0.96 21 < 0.1%
 
0.95 22 < 0.1%
 

apache_4a_icu_death_prob
Real number (ℝ)

MISSING
ZEROS
Distinct count100
Unique (%)0.1%
Missing7947
Missing (%)8.7%
Infinite0
Infinite (%)0.0%
Mean0.04395482654060119
Minimum-1.0
Maximum0.97
Zeros9694
Zeros (%)10.6%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum-1
5-th percentile0
Q10.01
median0.02
Q30.06
95-th percentile0.35
Maximum0.97
Range1.97
Interquartile range (IQR)0.05

Descriptive statistics

Standard deviation0.2173413763
Coefficient of variation (CV)4.944653259
Kurtosis13.83090711
Mean0.04395482654
Median Absolute Deviation (MAD)0.09245856736
Skewness-2.028835622
Sum3681.92
Variance0.04723727386
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.01 21087 23.0%
 
0.02 11733 12.8%
 
0 9694 10.6%
 
0.03 7253 7.9%
 
0.04 5068 5.5%
 
0.05 3680 4.0%
 
0.06 2758 3.0%
 
-1 2230 2.4%
 
0.07 2154 2.3%
 
0.08 1760 1.9%
 
Other values (89) 16349 17.8%
 
(Missing) 7947 8.7%
 
ValueCountFrequency (%) 
-1 2230 2.4%
 
0 9694 10.6%
 
0.01 21087 23.0%
 
0.02 11733 12.8%
 
0.03 7253 7.9%
 
ValueCountFrequency (%) 
0.97 4 < 0.1%
 
0.96 3 < 0.1%
 
0.95 6 < 0.1%
 
0.94 11 < 0.1%
 
0.93 16 < 0.1%
 

apache_post_operative
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size716.6 KiB
0
73269
1
18444
ValueCountFrequency (%) 
0 73269 79.9%
 
1 18444 20.1%
 

arf_apache
Boolean

Distinct count3
Unique (%)< 0.1%
Missing715
Missing (%)0.8%
Memory size716.6 KiB
0
88452
1
 
2546
(Missing)
 
715
ValueCountFrequency (%) 
0 88452 96.4%
 
1 2546 2.8%
 
(Missing) 715 0.8%
 

bilirubin_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count363
Unique (%)0.4%
Missing58134
Missing (%)63.4%
Infinite0
Infinite (%)0.0%
Mean1.1477208969891899
Minimum0.1
Maximum51.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.1
5-th percentile0.2
Q10.4
median0.6
Q31.1
95-th percentile3.3
Maximum51
Range50.9
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation2.165537996
Coefficient of variation (CV)1.886815864
Kurtosis104.7003041
Mean1.147720897
Median Absolute Deviation (MAD)0.8962249479
Skewness8.656250638
Sum38539.32
Variance4.689554812
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4 4165 4.5%
 
0.5 3794 4.1%
 
0.3 3502 3.8%
 
0.6 3294 3.6%
 
0.7 2706 3.0%
 
0.8 2254 2.5%
 
0.2 1774 1.9%
 
0.9 1665 1.8%
 
1 1394 1.5%
 
1.1 1036 1.1%
 
Other values (352) 7995 8.7%
 
(Missing) 58134 63.4%
 
ValueCountFrequency (%) 
0.1 236 0.3%
 
0.13 2 < 0.1%
 
0.14 2 < 0.1%
 
0.15 2 < 0.1%
 
0.16 1 < 0.1%
 
ValueCountFrequency (%) 
51 1 < 0.1%
 
43.8 1 < 0.1%
 
43.5 1 < 0.1%
 
40.4 1 < 0.1%
 
40.1 1 < 0.1%
 

bmi
Real number (ℝ≥0)

MISSING
Distinct count34889
Unique (%)38.0%
Missing3429
Missing (%)3.7%
Infinite0
Infinite (%)0.0%
Mean29.18581766857506
Minimum14.84492591
Maximum67.81498973
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum14.84492591
5-th percentile18.855359
Q123.64197531
median27.65465458
Q332.93020569
95-th percentile44.51653785
Maximum67.81498973
Range52.97006382
Interquartile range (IQR)9.288230385

Descriptive statistics

Standard deviation8.275142229
Coefficient of variation (CV)0.2835329927
Kurtosis3.411489377
Mean29.18581767
Median Absolute Deviation (MAD)6.121409539
Skewness1.440832975
Sum2576640.727
Variance68.47797891
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
14.84492591 443 0.5%
 
67.81498973 422 0.5%
 
24.01776785 87 0.1%
 
24.20811 86 0.1%
 
27.35933163 82 0.1%
 
23.29590458 79 0.1%
 
24.8046875 79 0.1%
 
22.60610272 79 0.1%
 
25.81229652 77 0.1%
 
28.69087371 76 0.1%
 
Other values (34878) 86774 94.6%
 
(Missing) 3429 3.7%
 
ValueCountFrequency (%) 
14.84492591 443 0.5%
 
14.84526746 1 < 0.1%
 
14.86419531 1 < 0.1%
 
14.86453979 2 < 0.1%
 
14.86695021 1 < 0.1%
 
ValueCountFrequency (%) 
67.81498973 422 0.5%
 
67.81263563 1 < 0.1%
 
67.7978059 1 < 0.1%
 
67.78345128 1 < 0.1%
 
67.77927558 1 < 0.1%
 

bun_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count477
Unique (%)0.5%
Missing19262
Missing (%)21.0%
Infinite0
Infinite (%)0.0%
Mean25.82533036120964
Minimum4.0
Maximum127.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile7
Q113
median19
Q332
95-th percentile69
Maximum127
Range123
Interquartile range (IQR)19

Descriptive statistics

Standard deviation20.67298013
Coefficient of variation (CV)0.8004923785
Kurtosis5.411143681
Mean25.82533036
Median Absolute Deviation (MAD)14.69840654
Skewness2.129075168
Sum1871071.01
Variance427.3721074
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
13 3186 3.5%
 
14 3173 3.5%
 
12 3131 3.4%
 
15 3092 3.4%
 
11 3023 3.3%
 
16 2853 3.1%
 
10 2797 3.0%
 
17 2602 2.8%
 
18 2435 2.7%
 
9 2354 2.6%
 
Other values (466) 43805 47.8%
 
(Missing) 19262 21.0%
 
ValueCountFrequency (%) 
4 776 0.8%
 
4.3 2 < 0.1%
 
4.4 1 < 0.1%
 
4.6 2 < 0.1%
 
4.7 1 < 0.1%
 
ValueCountFrequency (%) 
127 355 0.4%
 
126 18 < 0.1%
 
125 13 < 0.1%
 
124 15 < 0.1%
 
123 21 < 0.1%
 

cirrhosis
Boolean

Distinct count3
Unique (%)< 0.1%
Missing715
Missing (%)0.8%
Memory size716.6 KiB
0
89570
1
 
1428
(Missing)
 
715
ValueCountFrequency (%) 
0 89570 97.7%
 
1 1428 1.6%
 
(Missing) 715 0.8%
 

creatinine_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count1128
Unique (%)1.2%
Missing18853
Missing (%)20.6%
Infinite0
Infinite (%)0.0%
Mean1.4800135053527312
Minimum0.3
Maximum11.18
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.3
5-th percentile0.5
Q10.72
median0.98
Q31.53
95-th percentile4.4
Maximum11.18
Range10.88
Interquartile range (IQR)0.81

Descriptive statistics

Standard deviation1.525787246
Coefficient of variation (CV)1.030927921
Kurtosis15.12107047
Mean1.480013505
Median Absolute Deviation (MAD)0.9045111182
Skewness3.546544017
Sum107833.784
Variance2.328026719
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.8 2568 2.8%
 
0.7 2552 2.8%
 
0.9 2058 2.2%
 
0.6 1906 2.1%
 
1.1 1329 1.4%
 
1 1328 1.4%
 
1.2 1165 1.3%
 
0.5 1121 1.2%
 
1.3 961 1.0%
 
1.4 796 0.9%
 
Other values (1117) 57076 62.2%
 
(Missing) 18853 20.6%
 
ValueCountFrequency (%) 
0.3 361 0.4%
 
0.31 40 < 0.1%
 
0.316 2 < 0.1%
 
0.32 46 0.1%
 
0.33 47 0.1%
 
ValueCountFrequency (%) 
11.18 349 0.4%
 
11.17 2 < 0.1%
 
11.11 1 < 0.1%
 
11.1 4 < 0.1%
 
11.08 1 < 0.1%
 

d1_albumin_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count36
Unique (%)< 0.1%
Missing49096
Missing (%)53.5%
Infinite0
Infinite (%)0.0%
Mean2.9683318863364385
Minimum1.2
Maximum4.6
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum1.2
5-th percentile1.8
Q12.5
median3
Q33.4
95-th percentile4
Maximum4.6
Range3.4
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation0.6689389862
Coefficient of variation (CV)0.2253585555
Kurtosis-0.333855682
Mean2.968331886
Median Absolute Deviation (MAD)0.542266203
Skewness-0.1970476734
Sum126501.4
Variance0.4474793672
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.1 2484 2.7%
 
3.2 2481 2.7%
 
3 2417 2.6%
 
2.9 2364 2.6%
 
3.3 2332 2.5%
 
3.4 2274 2.5%
 
2.8 2267 2.5%
 
2.7 2076 2.3%
 
3.5 2062 2.2%
 
2.6 1926 2.1%
 
Other values (25) 19934 21.7%
 
(Missing) 49096 53.5%
 
ValueCountFrequency (%) 
1.2 309 0.3%
 
1.3 122 0.1%
 
1.4 169 0.2%
 
1.5 299 0.3%
 
1.6 362 0.4%
 
ValueCountFrequency (%) 
4.6 154 0.2%
 
4.5 122 0.1%
 
4.4 213 0.2%
 
4.3 321 0.4%
 
4.2 440 0.5%
 

d1_albumin_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count36
Unique (%)< 0.1%
Missing49096
Missing (%)53.5%
Infinite0
Infinite (%)0.0%
Mean2.900007039444353
Minimum1.1
Maximum4.5
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum1.1
5-th percentile1.7
Q12.4
median2.9
Q33.4
95-th percentile4
Maximum4.5
Range3.4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.6711947507
Coefficient of variation (CV)0.231445904
Kurtosis-0.3411931318
Mean2.900007039
Median Absolute Deviation (MAD)0.543156605
Skewness-0.2017697655
Sum123589.6
Variance0.4505023934
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.1 2480 2.7%
 
3 2449 2.7%
 
3.2 2402 2.6%
 
2.9 2398 2.6%
 
2.8 2355 2.6%
 
3.3 2242 2.4%
 
2.7 2148 2.3%
 
3.4 2131 2.3%
 
2.6 2034 2.2%
 
3.5 1900 2.1%
 
Other values (25) 20078 21.9%
 
(Missing) 49096 53.5%
 
ValueCountFrequency (%) 
1.1 271 0.3%
 
1.2 126 0.1%
 
1.3 155 0.2%
 
1.4 232 0.3%
 
1.5 349 0.4%
 
ValueCountFrequency (%) 
4.5 161 0.2%
 
4.4 158 0.2%
 
4.3 253 0.3%
 
4.2 358 0.4%
 
4.1 512 0.6%
 

d1_arterial_pco2_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count832
Unique (%)0.9%
Missing59271
Missing (%)64.6%
Infinite0
Infinite (%)0.0%
Mean45.24892423401763
Minimum18.4
Maximum111.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum18.4
5-th percentile27
Q136
median42.8
Q350
95-th percentile75
Maximum111
Range92.6
Interquartile range (IQR)14

Descriptive statistics

Standard deviation14.66977645
Coefficient of variation (CV)0.3242016622
Kurtosis3.625738048
Mean45.24892423
Median Absolute Deviation (MAD)10.39793537
Skewness1.5649384
Sum1467965.6
Variance215.2023411
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
42 795 0.9%
 
40 781 0.9%
 
44 771 0.8%
 
41 752 0.8%
 
43 750 0.8%
 
45 745 0.8%
 
39 729 0.8%
 
38 729 0.8%
 
46 699 0.8%
 
37 669 0.7%
 
Other values (821) 25022 27.3%
 
(Missing) 59271 64.6%
 
ValueCountFrequency (%) 
18.4 193 0.2%
 
18.5 2 < 0.1%
 
18.6 1 < 0.1%
 
18.7 2 < 0.1%
 
18.8 3 < 0.1%
 
ValueCountFrequency (%) 
111 150 0.2%
 
110 3 < 0.1%
 
109.7 1 < 0.1%
 
109.1 1 < 0.1%
 
109 9 < 0.1%
 

d1_arterial_pco2_min
Real number (ℝ≥0)

MISSING
Distinct count675
Unique (%)0.7%
Missing59271
Missing (%)64.6%
Infinite0
Infinite (%)0.0%
Mean38.43386178410702
Minimum14.9
Maximum85.912
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum14.9
5-th percentile23.7
Q132
median37
Q343
95-th percentile59.295
Maximum85.912
Range71.012
Interquartile range (IQR)11

Descriptive statistics

Standard deviation10.94491568
Coefficient of variation (CV)0.2847727283
Kurtosis2.906498311
Mean38.43386178
Median Absolute Deviation (MAD)7.908480197
Skewness1.212316219
Sum1246871.344
Variance119.7911792
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
38 1013 1.1%
 
37 965 1.1%
 
35 959 1.0%
 
36 946 1.0%
 
34 860 0.9%
 
39 860 0.9%
 
33 854 0.9%
 
40 819 0.9%
 
32 766 0.8%
 
41 760 0.8%
 
Other values (664) 23640 25.8%
 
(Missing) 59271 64.6%
 
ValueCountFrequency (%) 
14.9 184 0.2%
 
15 29 < 0.1%
 
15.1 4 < 0.1%
 
15.2 5 < 0.1%
 
15.3 3 < 0.1%
 
ValueCountFrequency (%) 
85.912 162 0.2%
 
85.9 1 < 0.1%
 
85.7 1 < 0.1%
 
85.6 1 < 0.1%
 
85.3 2 < 0.1%
 

d1_arterial_ph_max
Real number (ℝ≥0)

MISSING
Distinct count528
Unique (%)0.6%
Missing60123
Missing (%)65.6%
Infinite0
Infinite (%)0.0%
Mean7.389236159544159
Minimum7.05428
Maximum7.62
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum7.05428
5-th percentile7.246
Q17.341
median7.392
Q37.44
95-th percentile7.52
Maximum7.62
Range0.56572
Interquartile range (IQR)0.099

Descriptive statistics

Standard deviation0.08473538826
Coefficient of variation (CV)0.01146740833
Kurtosis1.747192949
Mean7.38923616
Median Absolute Deviation (MAD)0.06342326722
Skewness-0.621315965
Sum233425.9703
Variance0.007180086023
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
7.4 1290 1.4%
 
7.38 1245 1.4%
 
7.39 1226 1.3%
 
7.41 1205 1.3%
 
7.42 1169 1.3%
 
7.37 1159 1.3%
 
7.36 1108 1.2%
 
7.44 1047 1.1%
 
7.43 1043 1.1%
 
7.35 957 1.0%
 
Other values (517) 20141 22.0%
 
(Missing) 60123 65.6%
 
ValueCountFrequency (%) 
7.05428 176 0.2%
 
7.056 1 < 0.1%
 
7.059 1 < 0.1%
 
7.06 16 < 0.1%
 
7.061 1 < 0.1%
 
ValueCountFrequency (%) 
7.62 141 0.2%
 
7.619 1 < 0.1%
 
7.618 3 < 0.1%
 
7.616 1 < 0.1%
 
7.615 4 < 0.1%
 

d1_arterial_ph_min
Real number (ℝ≥0)

MISSING
Distinct count625
Unique (%)0.7%
Missing60123
Missing (%)65.6%
Infinite0
Infinite (%)0.0%
Mean7.324530060145614
Minimum6.89
Maximum7.557860000000001
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum6.89
5-th percentile7.11
Q17.27
median7.34
Q37.4
95-th percentile7.475
Maximum7.55786
Range0.66786
Interquartile range (IQR)0.13

Descriptive statistics

Standard deviation0.1115607925
Coefficient of variation (CV)0.01523111948
Kurtosis1.75532717
Mean7.32453006
Median Absolute Deviation (MAD)0.08344616935
Skewness-1.033154514
Sum231381.9046
Variance0.01244581042
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
7.35 1034 1.1%
 
7.36 1018 1.1%
 
7.34 1006 1.1%
 
7.38 967 1.1%
 
7.32 962 1.0%
 
7.37 960 1.0%
 
7.33 957 1.0%
 
7.39 905 1.0%
 
7.3 902 1.0%
 
7.31 886 1.0%
 
Other values (614) 21993 24.0%
 
(Missing) 60123 65.6%
 
ValueCountFrequency (%) 
6.89 152 0.2%
 
6.892 2 < 0.1%
 
6.897 1 < 0.1%
 
6.898 1 < 0.1%
 
6.899 4 < 0.1%
 
ValueCountFrequency (%) 
7.55786 160 0.2%
 
7.557 1 < 0.1%
 
7.556 1 < 0.1%
 
7.555 1 < 0.1%
 
7.554 2 < 0.1%
 

d1_arterial_po2_max
Real number (ℝ≥0)

MISSING
Distinct count2429
Unique (%)2.6%
Missing59262
Missing (%)64.6%
Infinite0
Infinite (%)0.0%
Mean165.91398030877323
Minimum39.0
Maximum540.865
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum39
5-th percentile63
Q188.1
median127
Q3206
95-th percentile408.95
Maximum540.865
Range501.865
Interquartile range (IQR)117.9

Descriptive statistics

Standard deviation108.0059386
Coefficient of variation (CV)0.6509755142
Kurtosis1.528270888
Mean165.9139803
Median Absolute Deviation (MAD)83.1229966
Skewness1.457698462
Sum5384074.575
Variance11665.28278
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
82 241 0.3%
 
81 227 0.2%
 
88 225 0.2%
 
77 214 0.2%
 
78 213 0.2%
 
85 202 0.2%
 
91 201 0.2%
 
74 200 0.2%
 
84 199 0.2%
 
102 199 0.2%
 
Other values (2418) 30330 33.1%
 
(Missing) 59262 64.6%
 
ValueCountFrequency (%) 
39 115 0.1%
 
39.1 1 < 0.1%
 
39.3 1 < 0.1%
 
39.5 3 < 0.1%
 
40 7 < 0.1%
 
ValueCountFrequency (%) 
540.865 155 0.2%
 
540 1 < 0.1%
 
539.4 1 < 0.1%
 
539 3 < 0.1%
 
538 3 < 0.1%
 

d1_arterial_po2_min
Real number (ℝ≥0)

MISSING
Distinct count1823
Unique (%)2.0%
Missing59262
Missing (%)64.6%
Infinite0
Infinite (%)0.0%
Mean103.51134941912422
Minimum28.0
Maximum448.892
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum28
5-th percentile50
Q169
median85
Q3116
95-th percentile220
Maximum448.892
Range420.892
Interquartile range (IQR)47

Descriptive statistics

Standard deviation61.84805242
Coefficient of variation (CV)0.5975002042
Kurtosis10.00102641
Mean103.5113494
Median Absolute Deviation (MAD)40.15527973
Skewness2.793124186
Sum3359046.8
Variance3825.181588
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
71 404 0.4%
 
77 398 0.4%
 
69 393 0.4%
 
68 378 0.4%
 
70 376 0.4%
 
74 376 0.4%
 
67 374 0.4%
 
75 369 0.4%
 
73 368 0.4%
 
65 367 0.4%
 
Other values (1812) 28648 31.2%
 
(Missing) 59262 64.6%
 
ValueCountFrequency (%) 
28 139 0.2%
 
28.1 2 < 0.1%
 
28.3 1 < 0.1%
 
28.4 1 < 0.1%
 
28.6 2 < 0.1%
 
ValueCountFrequency (%) 
448.892 175 0.2%
 
448.2 1 < 0.1%
 
448 3 < 0.1%
 
447 1 < 0.1%
 
446 1 < 0.1%
 

d1_bilirubin_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count375
Unique (%)0.4%
Missing53673
Missing (%)58.5%
Infinite0
Infinite (%)0.0%
Mean1.1373083596214513
Minimum0.2
Maximum51.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.2
Q10.4
median0.6
Q31.1
95-th percentile3.3
Maximum51
Range50.8
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation2.129754804
Coefficient of variation (CV)1.872627407
Kurtosis106.4355064
Mean1.13730836
Median Absolute Deviation (MAD)0.8800396606
Skewness8.70953437
Sum43263.21
Variance4.535855525
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4 4811 5.2%
 
0.5 4420 4.8%
 
0.3 3998 4.4%
 
0.6 3759 4.1%
 
0.7 3067 3.3%
 
0.8 2514 2.7%
 
0.2 2097 2.3%
 
0.9 1903 2.1%
 
1 1570 1.7%
 
1.1 1186 1.3%
 
Other values (364) 8715 9.5%
 
(Missing) 53673 58.5%
 
ValueCountFrequency (%) 
0.2 2097 2.3%
 
0.22 5 < 0.1%
 
0.24 4 < 0.1%
 
0.25 5 < 0.1%
 
0.26 6 < 0.1%
 
ValueCountFrequency (%) 
51 1 < 0.1%
 
44.8 1 < 0.1%
 
43.8 1 < 0.1%
 
40.4 1 < 0.1%
 
40.1 1 < 0.1%
 

d1_bilirubin_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count358
Unique (%)0.4%
Missing53673
Missing (%)58.5%
Infinite0
Infinite (%)0.0%
Mean1.067814931650894
Minimum0.2
Maximum51.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.2
Q10.4
median0.6
Q31
95-th percentile3
Maximum51
Range50.8
Interquartile range (IQR)0.6

Descriptive statistics

Standard deviation2.017528965
Coefficient of variation (CV)1.889399469
Kurtosis112.5596486
Mean1.067814932
Median Absolute Deviation (MAD)0.8175760782
Skewness8.961084118
Sum40619.68
Variance4.070423123
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4 5135 5.6%
 
0.5 4507 4.9%
 
0.3 4360 4.8%
 
0.6 3827 4.2%
 
0.7 2968 3.2%
 
0.2 2479 2.7%
 
0.8 2399 2.6%
 
0.9 1843 2.0%
 
1 1467 1.6%
 
1.1 1140 1.2%
 
Other values (347) 7915 8.6%
 
(Missing) 53673 58.5%
 
ValueCountFrequency (%) 
0.2 2479 2.7%
 
0.22 5 < 0.1%
 
0.24 7 < 0.1%
 
0.25 5 < 0.1%
 
0.26 6 < 0.1%
 
ValueCountFrequency (%) 
51 1 < 0.1%
 
43.5 1 < 0.1%
 
40.1 1 < 0.1%
 
40 1 < 0.1%
 
39.9 1 < 0.1%
 

d1_bun_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count496
Unique (%)0.5%
Missing10514
Missing (%)11.5%
Infinite0
Infinite (%)0.0%
Mean25.685745021490412
Minimum4.0
Maximum126.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile7
Q113
median19
Q331
95-th percentile69
Maximum126
Range122
Interquartile range (IQR)18

Descriptive statistics

Standard deviation20.46894349
Coefficient of variation (CV)0.7968989597
Kurtosis5.430892927
Mean25.68574502
Median Absolute Deviation (MAD)14.53187787
Skewness2.133405959
Sum2085656.81
Variance418.9776474
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
14 3619 3.9%
 
13 3543 3.9%
 
15 3537 3.9%
 
12 3530 3.8%
 
11 3369 3.7%
 
16 3247 3.5%
 
10 3102 3.4%
 
17 2939 3.2%
 
18 2703 2.9%
 
9 2639 2.9%
 
Other values (485) 48971 53.4%
 
(Missing) 10514 11.5%
 
ValueCountFrequency (%) 
4 828 0.9%
 
4.1 1 < 0.1%
 
4.3 2 < 0.1%
 
4.4 1 < 0.1%
 
4.6 2 < 0.1%
 
ValueCountFrequency (%) 
126 397 0.4%
 
125 15 < 0.1%
 
124 14 < 0.1%
 
123 21 < 0.1%
 
122 15 < 0.1%
 

d1_bun_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count473
Unique (%)0.5%
Missing10514
Missing (%)11.5%
Infinite0
Infinite (%)0.0%
Mean23.7674685648838
Minimum3.0
Maximum113.09
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum3
5-th percentile6
Q112
median18
Q329
95-th percentile63
Maximum113.09
Range110.09
Interquartile range (IQR)17

Descriptive statistics

Standard deviation18.79578706
Coefficient of variation (CV)0.7908198977
Kurtosis5.118147543
Mean23.76746856
Median Absolute Deviation (MAD)13.38134024
Skewness2.083697021
Sum1929894.68
Variance353.2816112
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
12 3873 4.2%
 
13 3758 4.1%
 
14 3635 4.0%
 
11 3591 3.9%
 
10 3508 3.8%
 
15 3489 3.8%
 
16 3229 3.5%
 
9 3033 3.3%
 
17 2907 3.2%
 
18 2721 3.0%
 
Other values (462) 47455 51.7%
 
(Missing) 10514 11.5%
 
ValueCountFrequency (%) 
3 582 0.6%
 
3.1 2 < 0.1%
 
3.3 1 < 0.1%
 
3.4 2 < 0.1%
 
3.5 2 < 0.1%
 
ValueCountFrequency (%) 
113.09 423 0.5%
 
113 18 < 0.1%
 
112 22 < 0.1%
 
111 22 < 0.1%
 
110 29 < 0.1%
 

d1_calcium_max
Real number (ℝ≥0)

MISSING
Distinct count48
Unique (%)0.1%
Missing13069
Missing (%)14.2%
Infinite0
Infinite (%)0.0%
Mean8.378880779207568
Minimum6.2
Maximum10.8
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum6.2
5-th percentile7.1
Q17.9
median8.4
Q38.8
95-th percentile9.5
Maximum10.8
Range4.6
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation0.7355812181
Coefficient of variation (CV)0.08778991342
Kurtosis0.580868846
Mean8.378880779
Median Absolute Deviation (MAD)0.5706026448
Skewness-0.02933404923
Sum658948.7
Variance0.5410797285
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.5 4688 5.1%
 
8.4 4651 5.1%
 
8.6 4529 4.9%
 
8.3 4447 4.8%
 
8.2 4339 4.7%
 
8.7 4186 4.6%
 
8.8 4043 4.4%
 
8.1 4022 4.4%
 
8 3648 4.0%
 
8.9 3635 4.0%
 
Other values (37) 36456 39.8%
 
(Missing) 13069 14.2%
 
ValueCountFrequency (%) 
6.2 490 0.5%
 
6.3 89 0.1%
 
6.4 162 0.2%
 
6.5 201 0.2%
 
6.6 286 0.3%
 
ValueCountFrequency (%) 
10.8 377 0.4%
 
10.7 52 0.1%
 
10.6 56 0.1%
 
10.5 94 0.1%
 
10.4 109 0.1%
 

d1_calcium_min
Real number (ℝ≥0)

MISSING
Distinct count50
Unique (%)0.1%
Missing13069
Missing (%)14.2%
Infinite0
Infinite (%)0.0%
Mean8.179575047047454
Minimum5.5
Maximum10.3
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum5.5
5-th percentile6.8
Q17.7
median8.2
Q38.7
95-th percentile9.4
Maximum10.3
Range4.8
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7835884939
Coefficient of variation (CV)0.09579819116
Kurtosis0.6201153732
Mean8.179575047
Median Absolute Deviation (MAD)0.6090105
Skewness-0.4178150292
Sum643274.5
Variance0.6140109278
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.4 4366 4.8%
 
8.3 4345 4.7%
 
8.5 4317 4.7%
 
8.2 4241 4.6%
 
8.1 4143 4.5%
 
8.6 4095 4.5%
 
8 3916 4.3%
 
8.7 3654 4.0%
 
7.9 3604 3.9%
 
8.8 3506 3.8%
 
Other values (39) 38457 41.9%
 
(Missing) 13069 14.2%
 
ValueCountFrequency (%) 
5.5 382 0.4%
 
5.6 70 0.1%
 
5.7 82 0.1%
 
5.8 108 0.1%
 
5.9 113 0.1%
 
ValueCountFrequency (%) 
10.3 383 0.4%
 
10.2 93 0.1%
 
10.1 130 0.1%
 
10 151 0.2%
 
9.9 205 0.2%
 

d1_creatinine_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count1188
Unique (%)1.3%
Missing10169
Missing (%)11.1%
Infinite0
Infinite (%)0.0%
Mean1.4886499435887373
Minimum0.34
Maximum11.11
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.34
5-th percentile0.52
Q10.76
median1
Q31.5
95-th percentile4.36
Maximum11.11
Range10.77
Interquartile range (IQR)0.74

Descriptive statistics

Standard deviation1.506957139
Coefficient of variation (CV)1.012297851
Kurtosis15.48555257
Mean1.488649944
Median Absolute Deviation (MAD)0.8862139703
Skewness3.597628753
Sum121390.471
Variance2.270919818
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.8 2937 3.2%
 
0.7 2731 3.0%
 
0.9 2677 2.9%
 
1 2242 2.4%
 
0.6 1863 2.0%
 
1.1 1734 1.9%
 
1.2 1393 1.5%
 
1.3 1133 1.2%
 
0.5 1013 1.1%
 
1.4 896 1.0%
 
Other values (1177) 62925 68.6%
 
(Missing) 10169 11.1%
 
ValueCountFrequency (%) 
0.34 412 0.4%
 
0.344 1 < 0.1%
 
0.348 1 < 0.1%
 
0.35 42 < 0.1%
 
0.36 66 0.1%
 
ValueCountFrequency (%) 
11.11 391 0.4%
 
11.1 4 < 0.1%
 
11.08 1 < 0.1%
 
11.07 1 < 0.1%
 
11.05 1 < 0.1%
 

d1_creatinine_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count1094
Unique (%)1.2%
Missing10169
Missing (%)11.1%
Infinite0
Infinite (%)0.0%
Mean1.3669473756499557
Minimum0.3
Maximum9.9379
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.3
5-th percentile0.5
Q10.71
median0.95
Q31.4
95-th percentile3.86
Maximum9.9379
Range9.6379
Interquartile range (IQR)0.69

Descriptive statistics

Standard deviation1.333855241
Coefficient of variation (CV)0.9757912152
Kurtosis15.71956225
Mean1.366947376
Median Absolute Deviation (MAD)0.7808064762
Skewness3.616992886
Sum111466.3568
Variance1.779169803
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.8 3026 3.3%
 
0.7 2993 3.3%
 
0.9 2618 2.9%
 
0.6 2217 2.4%
 
1 2168 2.4%
 
1.1 1653 1.8%
 
0.5 1319 1.4%
 
1.2 1293 1.4%
 
1.3 1017 1.1%
 
1.4 821 0.9%
 
Other values (1083) 62419 68.1%
 
(Missing) 10169 11.1%
 
ValueCountFrequency (%) 
0.3 427 0.5%
 
0.31 49 0.1%
 
0.316 2 < 0.1%
 
0.32 48 0.1%
 
0.33 52 0.1%
 
ValueCountFrequency (%) 
9.9379 402 0.4%
 
9.93 1 < 0.1%
 
9.92 2 < 0.1%
 
9.91 2 < 0.1%
 
9.9 5 < 0.1%
 

d1_diasbp_invasive_max
Real number (ℝ≥0)

MISSING
Distinct count146
Unique (%)0.2%
Missing67984
Missing (%)74.1%
Infinite0
Infinite (%)0.0%
Mean78.75700619495133
Minimum37.0
Maximum181.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum37
5-th percentile52
Q165
median75
Q388
95-th percentile118
Maximum181
Range144
Interquartile range (IQR)23

Descriptive statistics

Standard deviation21.72538921
Coefficient of variation (CV)0.2758534162
Kurtosis4.323998053
Mean78.75700619
Median Absolute Deviation (MAD)15.57618116
Skewness1.595865839
Sum1868825
Variance471.9925361
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
74 742 0.8%
 
72 674 0.7%
 
78 655 0.7%
 
70 653 0.7%
 
66 644 0.7%
 
68 637 0.7%
 
76 616 0.7%
 
64 592 0.6%
 
80 585 0.6%
 
62 543 0.6%
 
Other values (135) 17388 19.0%
 
(Missing) 67984 74.1%
 
ValueCountFrequency (%) 
37 129 0.1%
 
38 22 < 0.1%
 
39 18 < 0.1%
 
40 37 < 0.1%
 
41 22 < 0.1%
 
ValueCountFrequency (%) 
181 123 0.1%
 
180 4 < 0.1%
 
179 8 < 0.1%
 
178 13 < 0.1%
 
177 5 < 0.1%
 

d1_diasbp_invasive_min
Real number (ℝ≥0)

MISSING
Distinct count86
Unique (%)0.1%
Missing67984
Missing (%)74.1%
Infinite0
Infinite (%)0.0%
Mean46.738252770871085
Minimum5.0
Maximum89.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum5
5-th percentile28
Q139
median46
Q354
95-th percentile69
Maximum89
Range84
Interquartile range (IQR)15

Descriptive statistics

Standard deviation12.85573266
Coefficient of variation (CV)0.2750580497
Kurtosis1.219194516
Mean46.73825277
Median Absolute Deviation (MAD)9.62904666
Skewness0.1735605988
Sum1109052
Variance165.2698621
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
46 1087 1.2%
 
44 1079 1.2%
 
42 983 1.1%
 
40 951 1.0%
 
48 936 1.0%
 
50 860 0.9%
 
45 780 0.9%
 
43 778 0.8%
 
38 767 0.8%
 
47 760 0.8%
 
Other values (75) 14748 16.1%
 
(Missing) 67984 74.1%
 
ValueCountFrequency (%) 
5 151 0.2%
 
6 18 < 0.1%
 
7 19 < 0.1%
 
8 17 < 0.1%
 
9 17 < 0.1%
 
ValueCountFrequency (%) 
89 116 0.1%
 
88 18 < 0.1%
 
87 9 < 0.1%
 
86 22 < 0.1%
 
85 17 < 0.1%
 

d1_diasbp_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count121
Unique (%)0.1%
Missing165
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean88.49187311574256
Minimum46.0
Maximum165.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum46
5-th percentile60
Q175
median86
Q399
95-th percentile125
Maximum165
Range119
Interquartile range (IQR)24

Descriptive statistics

Standard deviation19.79837938
Coefficient of variation (CV)0.2237310465
Kurtosis1.257864877
Mean88.49187312
Median Absolute Deviation (MAD)15.18559416
Skewness0.8142118883
Sum8101254
Variance391.9758261
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
80 2113 2.3%
 
84 2104 2.3%
 
88 2058 2.2%
 
82 2053 2.2%
 
86 2052 2.2%
 
83 2032 2.2%
 
78 2012 2.2%
 
87 2012 2.2%
 
90 1996 2.2%
 
85 1974 2.2%
 
Other values (110) 71142 77.6%
 
ValueCountFrequency (%) 
46 437 0.5%
 
47 68 0.1%
 
48 124 0.1%
 
49 99 0.1%
 
50 169 0.2%
 
ValueCountFrequency (%) 
165 407 0.4%
 
164 22 < 0.1%
 
163 24 < 0.1%
 
162 37 < 0.1%
 
161 27 < 0.1%
 

d1_diasbp_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count79
Unique (%)0.1%
Missing165
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean50.16131428321755
Minimum13.0
Maximum90.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum13
5-th percentile29
Q142
median50
Q358
95-th percentile73
Maximum90
Range77
Interquartile range (IQR)16

Descriptive statistics

Standard deviation13.31758601
Coefficient of variation (CV)0.2654951569
Kurtosis0.3138131035
Mean50.16131428
Median Absolute Deviation (MAD)10.3624013
Skewness0.09382416915
Sum4592168
Variance177.3580971
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
50 3443 3.8%
 
51 3065 3.3%
 
52 2887 3.1%
 
55 2834 3.1%
 
53 2829 3.1%
 
48 2818 3.1%
 
46 2815 3.1%
 
49 2790 3.0%
 
47 2787 3.0%
 
54 2713 3.0%
 
Other values (68) 62567 68.2%
 
ValueCountFrequency (%) 
13 533 0.6%
 
14 87 0.1%
 
15 122 0.1%
 
16 123 0.1%
 
17 145 0.2%
 
ValueCountFrequency (%) 
90 426 0.5%
 
89 78 0.1%
 
88 87 0.1%
 
87 89 0.1%
 
86 86 0.1%
 

d1_diasbp_noninvasive_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count121
Unique (%)0.1%
Missing1040
Missing (%)1.1%
Infinite0
Infinite (%)0.0%
Mean88.610512500965
Minimum46.0
Maximum165.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum46
5-th percentile60
Q175
median87
Q399
95-th percentile125
Maximum165
Range119
Interquartile range (IQR)24

Descriptive statistics

Standard deviation19.79374325
Coefficient of variation (CV)0.2233791758
Kurtosis1.254279685
Mean88.6105125
Median Absolute Deviation (MAD)15.17971669
Skewness0.8107350585
Sum8034581
Variance391.7922717
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
84 2087 2.3%
 
80 2083 2.3%
 
88 2040 2.2%
 
82 2026 2.2%
 
86 2024 2.2%
 
83 2022 2.2%
 
87 2005 2.2%
 
90 1980 2.2%
 
78 1977 2.2%
 
85 1965 2.1%
 
Other values (110) 70464 76.8%
 
ValueCountFrequency (%) 
46 432 0.5%
 
47 70 0.1%
 
48 121 0.1%
 
49 96 0.1%
 
50 167 0.2%
 
ValueCountFrequency (%) 
165 406 0.4%
 
164 22 < 0.1%
 
163 24 < 0.1%
 
162 37 < 0.1%
 
161 27 < 0.1%
 

d1_diasbp_noninvasive_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count79
Unique (%)0.1%
Missing1040
Missing (%)1.1%
Infinite0
Infinite (%)0.0%
Mean50.24259702447255
Minimum13.0
Maximum90.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum13
5-th percentile29
Q142
median50
Q358
95-th percentile73
Maximum90
Range77
Interquartile range (IQR)16

Descriptive statistics

Standard deviation13.3415213
Coefficient of variation (CV)0.2655420319
Kurtosis0.3076584863
Mean50.24259702
Median Absolute Deviation (MAD)10.38275357
Skewness0.08588237594
Sum4555647
Variance177.9961906
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
50 3407 3.7%
 
51 3036 3.3%
 
52 2864 3.1%
 
55 2822 3.1%
 
53 2817 3.1%
 
48 2778 3.0%
 
49 2773 3.0%
 
47 2758 3.0%
 
46 2739 3.0%
 
54 2687 2.9%
 
Other values (68) 61992 67.6%
 
ValueCountFrequency (%) 
13 530 0.6%
 
14 85 0.1%
 
15 122 0.1%
 
16 121 0.1%
 
17 145 0.2%
 
ValueCountFrequency (%) 
90 426 0.5%
 
89 78 0.1%
 
88 87 0.1%
 
87 88 0.1%
 
86 86 0.1%
 

d1_glucose_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count539
Unique (%)0.6%
Missing5807
Missing (%)6.3%
Infinite0
Infinite (%)0.0%
Mean174.63802295532327
Minimum73.0
Maximum611.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum73
5-th percentile90
Q1117
median150
Q3201
95-th percentile350
Maximum611
Range538
Interquartile range (IQR)84

Descriptive statistics

Standard deviation86.68795483
Coefficient of variation (CV)0.4963864877
Kurtosis5.466976974
Mean174.638023
Median Absolute Deviation (MAD)61.61330371
Skewness2.057627013
Sum15002454
Variance7514.801513
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
122 758 0.8%
 
112 746 0.8%
 
113 740 0.8%
 
107 726 0.8%
 
114 722 0.8%
 
110 718 0.8%
 
119 714 0.8%
 
128 707 0.8%
 
108 693 0.8%
 
111 691 0.8%
 
Other values (528) 78691 85.8%
 
(Missing) 5807 6.3%
 
ValueCountFrequency (%) 
73 447 0.5%
 
74 85 0.1%
 
75 96 0.1%
 
76 93 0.1%
 
77 117 0.1%
 
ValueCountFrequency (%) 
611 423 0.5%
 
610 1 < 0.1%
 
609 2 < 0.1%
 
608 3 < 0.1%
 
607 3 < 0.1%
 

d1_glucose_min
Real number (ℝ≥0)

MISSING
Distinct count257
Unique (%)0.3%
Missing5807
Missing (%)6.3%
Infinite0
Infinite (%)0.0%
Mean114.38093963169045
Minimum33.0
Maximum288.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum33
5-th percentile66
Q191
median107
Q3131
95-th percentile186
Maximum288
Range255
Interquartile range (IQR)40

Descriptive statistics

Standard deviation38.27301329
Coefficient of variation (CV)0.3346100619
Kurtosis3.411264588
Mean114.3809396
Median Absolute Deviation (MAD)27.81452195
Skewness1.381708627
Sum9826009
Variance1464.823546
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
97 1354 1.5%
 
96 1351 1.5%
 
92 1323 1.4%
 
95 1318 1.4%
 
98 1299 1.4%
 
102 1290 1.4%
 
100 1287 1.4%
 
104 1261 1.4%
 
99 1256 1.4%
 
94 1247 1.4%
 
Other values (246) 72920 79.5%
 
(Missing) 5807 6.3%
 
ValueCountFrequency (%) 
33 470 0.5%
 
34 36 < 0.1%
 
35 40 < 0.1%
 
36 47 0.1%
 
37 32 < 0.1%
 
ValueCountFrequency (%) 
288 423 0.5%
 
287 10 < 0.1%
 
286 11 < 0.1%
 
285 12 < 0.1%
 
284 6 < 0.1%
 

d1_hco3_max
Real number (ℝ≥0)

MISSING
Distinct count224
Unique (%)0.2%
Missing15071
Missing (%)16.4%
Infinite0
Infinite (%)0.0%
Mean24.36650009133373
Minimum12.0
Maximum40.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum12
5-th percentile17
Q122
median24
Q327
95-th percentile32
Maximum40
Range28
Interquartile range (IQR)5

Descriptive statistics

Standard deviation4.371439275
Coefficient of variation (CV)0.1794036591
Kurtosis1.145719409
Mean24.36650009
Median Absolute Deviation (MAD)3.291452341
Skewness0.2497247145
Sum1867497.3
Variance19.10948133
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
24 8396 9.2%
 
25 8061 8.8%
 
23 7614 8.3%
 
26 7334 8.0%
 
22 6242 6.8%
 
27 5835 6.4%
 
21 4879 5.3%
 
28 4428 4.8%
 
20 3743 4.1%
 
29 2906 3.2%
 
Other values (213) 17204 18.8%
 
(Missing) 15071 16.4%
 
ValueCountFrequency (%) 
12 615 0.7%
 
12.1 1 < 0.1%
 
12.4 1 < 0.1%
 
12.7 2 < 0.1%
 
13 277 0.3%
 
ValueCountFrequency (%) 
40 336 0.4%
 
39.3 1 < 0.1%
 
39 168 0.2%
 
38.9 1 < 0.1%
 
38.7 1 < 0.1%
 

d1_hco3_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count256
Unique (%)0.3%
Missing15071
Missing (%)16.4%
Infinite0
Infinite (%)0.0%
Mean23.170486156415546
Minimum7.0
Maximum39.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum7
5-th percentile14
Q121
median23
Q326
95-th percentile31
Maximum39
Range32
Interquartile range (IQR)5

Descriptive statistics

Standard deviation4.991443547
Coefficient of variation (CV)0.2154224781
Kurtosis1.237482505
Mean23.17048616
Median Absolute Deviation (MAD)3.710546872
Skewness-0.264864359
Sum1775832.4
Variance24.91450868
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
24 7618 8.3%
 
23 7611 8.3%
 
25 7039 7.7%
 
22 6690 7.3%
 
26 6043 6.6%
 
21 5505 6.0%
 
27 4736 5.2%
 
20 4480 4.9%
 
28 3477 3.8%
 
19 3316 3.6%
 
Other values (245) 20127 21.9%
 
(Missing) 15071 16.4%
 
ValueCountFrequency (%) 
7 620 0.7%
 
7.4 1 < 0.1%
 
7.7 1 < 0.1%
 
7.8 1 < 0.1%
 
7.9 1 < 0.1%
 
ValueCountFrequency (%) 
39 353 0.4%
 
38.7 1 < 0.1%
 
38.2 1 < 0.1%
 
38.1 1 < 0.1%
 
38 163 0.2%
 

d1_heartrate_max
Real number (ℝ≥0)

Distinct count121
Unique (%)0.1%
Missing145
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean103.00056788397694
Minimum58.0
Maximum177.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum58
5-th percentile71
Q187
median101
Q3116
95-th percentile143
Maximum177
Range119
Interquartile range (IQR)29

Descriptive statistics

Standard deviation22.01734607
Coefficient of variation (CV)0.2137594629
Kurtosis0.3351048829
Mean103.0005679
Median Absolute Deviation (MAD)17.44892378
Skewness0.5733788664
Sum9431556
Variance484.763528
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
96 2012 2.2%
 
100 2000 2.2%
 
90 1951 2.1%
 
98 1931 2.1%
 
92 1931 2.1%
 
94 1829 2.0%
 
102 1803 2.0%
 
88 1796 2.0%
 
104 1764 1.9%
 
106 1710 1.9%
 
Other values (110) 72841 79.4%
 
ValueCountFrequency (%) 
58 627 0.7%
 
59 112 0.1%
 
60 210 0.2%
 
61 161 0.2%
 
62 232 0.3%
 
ValueCountFrequency (%) 
177 443 0.5%
 
176 32 < 0.1%
 
175 34 < 0.1%
 
174 38 < 0.1%
 
173 33 < 0.1%
 

d1_heartrate_min
Real number (ℝ≥0)

Distinct count155
Unique (%)0.2%
Missing145
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean70.32184824392802
Minimum0.0
Maximum175.0
Zeros598
Zeros (%)0.7%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile46
Q160
median69
Q381
95-th percentile99
Maximum175
Range175
Interquartile range (IQR)21

Descriptive statistics

Standard deviation17.11590252
Coefficient of variation (CV)0.2433938092
Kurtosis1.818863572
Mean70.32184824
Median Absolute Deviation (MAD)13.03556252
Skewness-0.1137093064
Sum6439231
Variance292.954119
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
60 3347 3.6%
 
70 2983 3.3%
 
68 2631 2.9%
 
62 2537 2.8%
 
66 2485 2.7%
 
64 2483 2.7%
 
72 2408 2.6%
 
74 2270 2.5%
 
58 2252 2.5%
 
65 2190 2.4%
 
Other values (144) 65982 71.9%
 
ValueCountFrequency (%) 
0 598 0.7%
 
1 10 < 0.1%
 
2 3 < 0.1%
 
3 5 < 0.1%
 
4 7 < 0.1%
 
ValueCountFrequency (%) 
175 1 < 0.1%
 
160 1 < 0.1%
 
155 1 < 0.1%
 
152 1 < 0.1%
 
150 2 < 0.1%
 

d1_hemaglobin_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count106
Unique (%)0.1%
Missing12147
Missing (%)13.2%
Infinite0
Infinite (%)0.0%
Mean11.448195209008873
Minimum6.8
Maximum17.2
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum6.8
5-th percentile8
Q19.8
median11.4
Q313
95-th percentile15.1
Maximum17.2
Range10.4
Interquartile range (IQR)3.2

Descriptive statistics

Standard deviation2.168252086
Coefficient of variation (CV)0.1893968479
Kurtosis-0.4999465114
Mean11.44819521
Median Absolute Deviation (MAD)1.779836383
Skewness0.1527936309
Sum910887.1
Variance4.70131711
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10.9 1422 1.6%
 
11.6 1397 1.5%
 
11.2 1377 1.5%
 
11.9 1335 1.5%
 
11.3 1328 1.4%
 
11.8 1317 1.4%
 
11.7 1311 1.4%
 
12.2 1306 1.4%
 
12.6 1303 1.4%
 
11.1 1280 1.4%
 
Other values (95) 66190 72.2%
 
(Missing) 12147 13.2%
 
ValueCountFrequency (%) 
6.8 564 0.6%
 
6.9 69 0.1%
 
7 145 0.2%
 
7.1 162 0.2%
 
7.2 198 0.2%
 
ValueCountFrequency (%) 
17.2 406 0.4%
 
17.1 63 0.1%
 
17 49 0.1%
 
16.9 62 0.1%
 
16.8 75 0.1%
 

d1_hemaglobin_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count116
Unique (%)0.1%
Missing12147
Missing (%)13.2%
Infinite0
Infinite (%)0.0%
Mean10.887875474448887
Minimum5.3
Maximum16.7
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum5.3
5-th percentile7
Q19.2
median10.9
Q312.6
95-th percentile14.7
Maximum16.7
Range11.4
Interquartile range (IQR)3.4

Descriptive statistics

Standard deviation2.357591906
Coefficient of variation (CV)0.2165336949
Kurtosis-0.5453687654
Mean10.88787547
Median Absolute Deviation (MAD)1.938168544
Skewness-0.00792622768
Sum866304.7
Variance5.558239596
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10.9 1302 1.4%
 
11.1 1249 1.4%
 
11.6 1246 1.4%
 
11.2 1218 1.3%
 
10.2 1209 1.3%
 
11.8 1205 1.3%
 
11.3 1204 1.3%
 
12.2 1201 1.3%
 
12.1 1200 1.3%
 
11.7 1192 1.3%
 
Other values (105) 67340 73.4%
 
(Missing) 12147 13.2%
 
ValueCountFrequency (%) 
5.3 509 0.6%
 
5.4 76 0.1%
 
5.5 63 0.1%
 
5.6 96 0.1%
 
5.7 83 0.1%
 
ValueCountFrequency (%) 
16.7 392 0.4%
 
16.6 51 0.1%
 
16.5 56 0.1%
 
16.4 75 0.1%
 
16.3 85 0.1%
 

d1_hematocrit_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count313
Unique (%)0.3%
Missing11654
Missing (%)12.7%
Infinite0
Infinite (%)0.0%
Mean34.531970171998154
Minimum20.4
Maximum51.5
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum20.4
5-th percentile24.5
Q130
median34.5
Q339
95-th percentile44.9
Maximum51.5
Range31.1
Interquartile range (IQR)9

Descriptive statistics

Standard deviation6.238759471
Coefficient of variation (CV)0.1806661896
Kurtosis-0.4091306801
Mean34.53197017
Median Absolute Deviation (MAD)5.093004648
Skewness0.1107566037
Sum2764595
Variance38.92211974
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
35 666 0.7%
 
36 632 0.7%
 
38 614 0.7%
 
33 610 0.7%
 
31 574 0.6%
 
37 571 0.6%
 
34 557 0.6%
 
32 553 0.6%
 
39 524 0.6%
 
34.8 499 0.5%
 
Other values (302) 74259 81.0%
 
(Missing) 11654 12.7%
 
ValueCountFrequency (%) 
20.4 465 0.5%
 
20.5 22 < 0.1%
 
20.6 25 < 0.1%
 
20.7 30 < 0.1%
 
20.8 31 < 0.1%
 
ValueCountFrequency (%) 
51.5 404 0.4%
 
51.4 15 < 0.1%
 
51.3 22 < 0.1%
 
51.2 17 < 0.1%
 
51.1 12 < 0.1%
 

d1_hematocrit_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count341
Unique (%)0.4%
Missing11654
Missing (%)12.7%
Infinite0
Infinite (%)0.0%
Mean32.951813037884556
Minimum16.1
Maximum50.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum16.1
5-th percentile21.5
Q128
median33.2
Q338
95-th percentile43.8
Maximum50
Range33.9
Interquartile range (IQR)10

Descriptive statistics

Standard deviation6.850031017
Coefficient of variation (CV)0.2078802465
Kurtosis-0.4706687953
Mean32.95181304
Median Absolute Deviation (MAD)5.605866715
Skewness-0.074699458
Sum2638089.2
Variance46.92292493
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
36 583 0.6%
 
34 581 0.6%
 
31 579 0.6%
 
35 559 0.6%
 
32 553 0.6%
 
29 544 0.6%
 
33 538 0.6%
 
30 511 0.6%
 
28 509 0.6%
 
38 498 0.5%
 
Other values (330) 74604 81.3%
 
(Missing) 11654 12.7%
 
ValueCountFrequency (%) 
16.1 441 0.5%
 
16.2 26 < 0.1%
 
16.3 18 < 0.1%
 
16.4 29 < 0.1%
 
16.5 25 < 0.1%
 
ValueCountFrequency (%) 
50 419 0.5%
 
49.9 13 < 0.1%
 
49.8 19 < 0.1%
 
49.7 13 < 0.1%
 
49.6 13 < 0.1%
 

d1_inr_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count482
Unique (%)0.5%
Missing57941
Missing (%)63.2%
Infinite0
Infinite (%)0.0%
Mean1.596476252516878
Minimum0.9
Maximum7.756
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1
Q11.1
median1.3
Q31.6
95-th percentile3.3945
Maximum7.756
Range6.856
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.9558429006
Coefficient of variation (CV)0.5987204001
Kurtosis15.92663128
Mean1.596476253
Median Absolute Deviation (MAD)0.568517684
Skewness3.604282654
Sum53916.196
Variance0.9136356506
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.1 4782 5.2%
 
1.2 4100 4.5%
 
1 3209 3.5%
 
1.3 2787 3.0%
 
1.4 2260 2.5%
 
1.5 1437 1.6%
 
1.6 1109 1.2%
 
1.7 788 0.9%
 
1.8 656 0.7%
 
0.9 515 0.6%
 
Other values (471) 12129 13.2%
 
(Missing) 57941 63.2%
 
ValueCountFrequency (%) 
0.9 515 0.6%
 
0.91 8 < 0.1%
 
0.92 22 < 0.1%
 
0.93 20 < 0.1%
 
0.94 22 < 0.1%
 
ValueCountFrequency (%) 
7.756 186 0.2%
 
7.7 7 < 0.1%
 
7.69 1 < 0.1%
 
7.64 1 < 0.1%
 
7.63 1 < 0.1%
 

d1_inr_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count394
Unique (%)0.4%
Missing57941
Missing (%)63.2%
Infinite0
Infinite (%)0.0%
Mean1.4829792727703424
Minimum0.9
Maximum6.127000000000001
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1
Q11.1
median1.21
Q31.5
95-th percentile2.9
Maximum6.127
Range5.227
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.7485569414
Coefficient of variation (CV)0.5047656128
Kurtosis14.19911458
Mean1.482979273
Median Absolute Deviation (MAD)0.4524559393
Skewness3.410945886
Sum50083.176
Variance0.5603374946
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.1 5250 5.7%
 
1.2 4230 4.6%
 
1 3793 4.1%
 
1.3 2837 3.1%
 
1.4 2203 2.4%
 
1.5 1319 1.4%
 
1.6 1013 1.1%
 
1.7 705 0.8%
 
0.9 661 0.7%
 
1.8 571 0.6%
 
Other values (383) 11190 12.2%
 
(Missing) 57941 63.2%
 
ValueCountFrequency (%) 
0.9 661 0.7%
 
0.91 8 < 0.1%
 
0.92 25 < 0.1%
 
0.93 21 < 0.1%
 
0.94 24 < 0.1%
 
ValueCountFrequency (%) 
6.127 188 0.2%
 
6.1 10 < 0.1%
 
6.09 1 < 0.1%
 
6.05 1 < 0.1%
 
6 12 < 0.1%
 

d1_lactate_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count705
Unique (%)0.8%
Missing68396
Missing (%)74.6%
Infinite0
Infinite (%)0.0%
Mean2.9273825963889006
Minimum0.4
Maximum19.8
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.4
5-th percentile0.7
Q11.2
median1.9
Q33.3
95-th percentile9.304
Maximum19.8
Range19.4
Interquartile range (IQR)2.1

Descriptive statistics

Standard deviation3.075981655
Coefficient of variation (CV)1.050761748
Kurtosis9.855193171
Mean2.927382596
Median Absolute Deviation (MAD)1.971389123
Skewness2.89912767
Sum68257.78
Variance9.461663139
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 996 1.1%
 
1.2 994 1.1%
 
1.1 939 1.0%
 
0.9 907 1.0%
 
1.4 888 1.0%
 
1.3 855 0.9%
 
0.8 812 0.9%
 
1.5 795 0.9%
 
1.6 791 0.9%
 
1.7 720 0.8%
 
Other values (694) 14620 15.9%
 
(Missing) 68396 74.6%
 
ValueCountFrequency (%) 
0.4 163 0.2%
 
0.45 1 < 0.1%
 
0.46 1 < 0.1%
 
0.47 1 < 0.1%
 
0.49 1 < 0.1%
 
ValueCountFrequency (%) 
19.8 129 0.1%
 
19.75 1 < 0.1%
 
19.7 2 < 0.1%
 
19.6 4 < 0.1%
 
19.5 1 < 0.1%
 

d1_lactate_min
Real number (ℝ≥0)

MISSING
Distinct count487
Unique (%)0.5%
Missing68396
Missing (%)74.6%
Infinite0
Infinite (%)0.0%
Mean2.125128018184158
Minimum0.4
Maximum15.1
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.4
5-th percentile0.6
Q11
median1.5
Q32.3
95-th percentile5.8
Maximum15.1
Range14.7
Interquartile range (IQR)1.3

Descriptive statistics

Standard deviation2.111478946
Coefficient of variation (CV)0.9935772943
Kurtosis15.31196456
Mean2.125128018
Median Absolute Deviation (MAD)1.239904478
Skewness3.560416032
Sum49551.61
Variance4.458343341
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 1307 1.4%
 
1.2 1250 1.4%
 
1.1 1223 1.3%
 
0.9 1202 1.3%
 
0.8 1130 1.2%
 
1.4 1058 1.2%
 
1.3 1052 1.1%
 
1.5 935 1.0%
 
1.6 916 1.0%
 
0.7 859 0.9%
 
Other values (476) 12385 13.5%
 
(Missing) 68396 74.6%
 
ValueCountFrequency (%) 
0.4 249 0.3%
 
0.45 2 < 0.1%
 
0.46 3 < 0.1%
 
0.47 1 < 0.1%
 
0.49 1 < 0.1%
 
ValueCountFrequency (%) 
15.1 129 0.1%
 
15 2 < 0.1%
 
14.91 1 < 0.1%
 
14.9 4 < 0.1%
 
14.83 1 < 0.1%
 

d1_mbp_invasive_max
Real number (ℝ≥0)

MISSING
Distinct count286
Unique (%)0.3%
Missing67777
Missing (%)73.9%
Infinite0
Infinite (%)0.0%
Mean114.8897476604278
Minimum38.0
Maximum322.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum38
5-th percentile74
Q189
median101
Q3118
95-th percentile247
Maximum322
Range284
Interquartile range (IQR)29

Descriptive statistics

Standard deviation49.45231947
Coefficient of variation (CV)0.4304328321
Kurtosis5.775122669
Mean114.8897477
Median Absolute Deviation (MAD)31.22163975
Skewness2.401804405
Sum2750001
Variance2445.531901
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
96 576 0.6%
 
92 562 0.6%
 
100 556 0.6%
 
94 550 0.6%
 
102 545 0.6%
 
98 527 0.6%
 
90 505 0.6%
 
88 489 0.5%
 
104 477 0.5%
 
106 469 0.5%
 
Other values (275) 18680 20.4%
 
(Missing) 67777 73.9%
 
ValueCountFrequency (%) 
38 129 0.1%
 
39 2 < 0.1%
 
40 4 < 0.1%
 
41 1 < 0.1%
 
42 3 < 0.1%
 
ValueCountFrequency (%) 
322 86 0.1%
 
321 8 < 0.1%
 
320 9 < 0.1%
 
319 11 < 0.1%
 
318 14 < 0.1%
 

d1_mbp_invasive_min
Real number (ℝ≥0)

MISSING
Distinct count119
Unique (%)0.1%
Missing67777
Missing (%)73.9%
Infinite0
Infinite (%)0.0%
Mean62.318348930481285
Minimum2.0
Maximum119.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum2
5-th percentile32
Q154
median62
Q372
95-th percentile92
Maximum119
Range117
Interquartile range (IQR)18

Descriptive statistics

Standard deviation18.06415022
Coefficient of variation (CV)0.2898688835
Kurtosis1.997336259
Mean62.31834893
Median Absolute Deviation (MAD)12.80068525
Skewness-0.3010756538
Sum1491652
Variance326.3135233
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
60 925 1.0%
 
58 878 1.0%
 
62 852 0.9%
 
56 817 0.9%
 
64 817 0.9%
 
59 732 0.8%
 
61 710 0.8%
 
54 705 0.8%
 
66 699 0.8%
 
57 680 0.7%
 
Other values (108) 16121 17.6%
 
(Missing) 67777 73.9%
 
ValueCountFrequency (%) 
2 169 0.2%
 
3 49 0.1%
 
4 53 0.1%
 
5 31 < 0.1%
 
6 37 < 0.1%
 
ValueCountFrequency (%) 
119 122 0.1%
 
118 10 < 0.1%
 
117 9 < 0.1%
 
116 15 < 0.1%
 
115 12 < 0.1%
 

d1_mbp_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count126
Unique (%)0.1%
Missing220
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean104.65133944673363
Minimum60.0
Maximum184.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum60
5-th percentile75
Q190
median102
Q3116
95-th percentile143
Maximum184
Range124
Interquartile range (IQR)26

Descriptive statistics

Standard deviation20.80835783
Coefficient of variation (CV)0.1988350836
Kurtosis1.117462133
Mean104.6513394
Median Absolute Deviation (MAD)16.06656487
Skewness0.8007272629
Sum9574865
Variance432.9877555
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
96 2045 2.2%
 
98 2040 2.2%
 
100 2031 2.2%
 
97 1989 2.2%
 
103 1970 2.1%
 
104 1970 2.1%
 
102 1942 2.1%
 
95 1933 2.1%
 
94 1925 2.1%
 
101 1896 2.1%
 
Other values (115) 71752 78.2%
 
ValueCountFrequency (%) 
60 431 0.5%
 
61 79 0.1%
 
62 99 0.1%
 
63 121 0.1%
 
64 120 0.1%
 
ValueCountFrequency (%) 
184 436 0.5%
 
183 25 < 0.1%
 
182 23 < 0.1%
 
181 30 < 0.1%
 
180 32 < 0.1%
 

d1_mbp_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count92
Unique (%)0.1%
Missing220
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean64.87185904932618
Minimum22.0
Maximum112.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum22
5-th percentile40
Q155
median64
Q375
95-th percentile92
Maximum112
Range90
Interquartile range (IQR)20

Descriptive statistics

Standard deviation15.67967969
Coefficient of variation (CV)0.2417023332
Kurtosis0.3585798701
Mean64.87185905
Median Absolute Deviation (MAD)12.22155828
Skewness0.2085689333
Sum5935321
Variance245.8523551
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
60 2649 2.9%
 
61 2578 2.8%
 
64 2575 2.8%
 
62 2549 2.8%
 
59 2548 2.8%
 
63 2541 2.8%
 
65 2525 2.8%
 
67 2435 2.7%
 
58 2407 2.6%
 
56 2399 2.6%
 
Other values (81) 66287 72.3%
 
ValueCountFrequency (%) 
22 542 0.6%
 
23 107 0.1%
 
24 97 0.1%
 
25 114 0.1%
 
26 120 0.1%
 
ValueCountFrequency (%) 
112 508 0.6%
 
111 78 0.1%
 
110 72 0.1%
 
109 75 0.1%
 
108 90 0.1%
 

d1_mbp_noninvasive_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count123
Unique (%)0.1%
Missing1479
Missing (%)1.6%
Infinite0
Infinite (%)0.0%
Mean104.59045370924485
Minimum60.0
Maximum181.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum60
5-th percentile75
Q190
median102
Q3116
95-th percentile142
Maximum181
Range121
Interquartile range (IQR)26

Descriptive statistics

Standard deviation20.70117086
Coefficient of variation (CV)0.1979260069
Kurtosis0.9240197422
Mean104.5904537
Median Absolute Deviation (MAD)16.05000018
Skewness0.7485151393
Sum9437615
Variance428.538475
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
96 2008 2.2%
 
98 1994 2.2%
 
100 1983 2.2%
 
97 1963 2.1%
 
103 1953 2.1%
 
104 1936 2.1%
 
95 1903 2.1%
 
102 1894 2.1%
 
101 1876 2.0%
 
94 1871 2.0%
 
Other values (112) 70853 77.3%
 
ValueCountFrequency (%) 
60 450 0.5%
 
61 77 0.1%
 
62 100 0.1%
 
63 120 0.1%
 
64 118 0.1%
 
ValueCountFrequency (%) 
181 434 0.5%
 
180 30 < 0.1%
 
179 23 < 0.1%
 
178 33 < 0.1%
 
177 26 < 0.1%
 

d1_mbp_noninvasive_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count92
Unique (%)0.1%
Missing1479
Missing (%)1.6%
Infinite0
Infinite (%)0.0%
Mean64.94154088259414
Minimum22.0
Maximum112.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum22
5-th percentile40
Q155
median64
Q375
95-th percentile92
Maximum112
Range90
Interquartile range (IQR)20

Descriptive statistics

Standard deviation15.70130459
Coefficient of variation (CV)0.2417759784
Kurtosis0.3394314437
Mean64.94154088
Median Absolute Deviation (MAD)12.24770042
Skewness0.1989051224
Sum5859935
Variance246.5309657
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
60 2562 2.8%
 
61 2540 2.8%
 
64 2513 2.7%
 
63 2511 2.7%
 
59 2500 2.7%
 
65 2497 2.7%
 
62 2480 2.7%
 
67 2417 2.6%
 
57 2335 2.5%
 
58 2323 2.5%
 
Other values (81) 65556 71.5%
 
ValueCountFrequency (%) 
22 521 0.6%
 
23 106 0.1%
 
24 98 0.1%
 
25 112 0.1%
 
26 121 0.1%
 
ValueCountFrequency (%) 
112 493 0.5%
 
111 77 0.1%
 
110 68 0.1%
 
109 74 0.1%
 
108 92 0.1%
 

d1_pao2fio2ratio_max
Real number (ℝ≥0)

MISSING
Distinct count5195
Unique (%)5.7%
Missing66008
Missing (%)72.0%
Infinite0
Infinite (%)0.0%
Mean285.66707894274543
Minimum54.8
Maximum834.805
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum54.8
5-th percentile100
Q1192.2857143
median272.6666667
Q3365
95-th percentile502.8571429
Maximum834.805
Range780.005
Interquartile range (IQR)172.7142857

Descriptive statistics

Standard deviation128.2189556
Coefficient of variation (CV)0.4488405036
Kurtosis1.241469313
Mean285.6670789
Median Absolute Deviation (MAD)101.5769493
Skewness0.7702549358
Sum7343072.264
Variance16440.10057
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
250 138 0.2%
 
300 132 0.1%
 
260 129 0.1%
 
240 124 0.1%
 
280 123 0.1%
 
834.805 122 0.1%
 
310 121 0.1%
 
200 120 0.1%
 
230 112 0.1%
 
270 107 0.1%
 
Other values (5184) 24477 26.7%
 
(Missing) 66008 72.0%
 
ValueCountFrequency (%) 
54.8 100 0.1%
 
55 9 < 0.1%
 
55.29411765 1 < 0.1%
 
55.4 1 < 0.1%
 
55.7 1 < 0.1%
 
ValueCountFrequency (%) 
834.805 122 0.1%
 
834 1 < 0.1%
 
833.3333333 1 < 0.1%
 
833 1 < 0.1%
 
828.5714286 1 < 0.1%
 

d1_pao2fio2ratio_min
Real number (ℝ≥0)

MISSING
Distinct count4991
Unique (%)5.4%
Missing66008
Missing (%)72.0%
Infinite0
Infinite (%)0.0%
Mean223.52303675338692
Minimum36.0
Maximum604.2277778
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum36
5-th percentile64
Q1132.5
median205
Q3300
95-th percentile442.8571429
Maximum604.2277778
Range568.2277778
Interquartile range (IQR)167.5

Descriptive statistics

Standard deviation117.5524969
Coefficient of variation (CV)0.5259077483
Kurtosis-0.001476012121
Mean223.5230368
Median Absolute Deviation (MAD)95.48969936
Skewness0.6806032569
Sum5745659.66
Variance13818.58954
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
250 140 0.2%
 
160 138 0.2%
 
220 134 0.1%
 
200 132 0.1%
 
180 126 0.1%
 
210 121 0.1%
 
604.2277778 121 0.1%
 
190 118 0.1%
 
300 116 0.1%
 
150 111 0.1%
 
Other values (4980) 24448 26.7%
 
(Missing) 66008 72.0%
 
ValueCountFrequency (%) 
36 106 0.1%
 
36.1 1 < 0.1%
 
36.45833333 1 < 0.1%
 
36.6 2 < 0.1%
 
36.66666667 1 < 0.1%
 
ValueCountFrequency (%) 
604.2277778 121 0.1%
 
602 1 < 0.1%
 
600 2 < 0.1%
 
598.5714286 1 < 0.1%
 
598 1 < 0.1%
 

d1_platelets_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count560
Unique (%)0.6%
Missing13444
Missing (%)14.7%
Infinite0
Infinite (%)0.0%
Mean207.1056740216433
Minimum27.0
Maximum585.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum27
5-th percentile82
Q1148
median196
Q3251
95-th percentile369
Maximum585
Range558
Interquartile range (IQR)103

Descriptive statistics

Standard deviation89.63085521
Coefficient of variation (CV)0.4327783661
Kurtosis2.155452376
Mean207.105674
Median Absolute Deviation (MAD)67.24450437
Skewness1.044577141
Sum16209954
Variance8033.690205
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
175 471 0.5%
 
182 470 0.5%
 
176 464 0.5%
 
173 459 0.5%
 
199 445 0.5%
 
186 444 0.5%
 
181 442 0.5%
 
178 440 0.5%
 
168 439 0.5%
 
177 437 0.5%
 
Other values (549) 73758 80.4%
 
(Missing) 13444 14.7%
 
ValueCountFrequency (%) 
27 412 0.4%
 
28 21 < 0.1%
 
29 29 < 0.1%
 
30 25 < 0.1%
 
31 38 < 0.1%
 
ValueCountFrequency (%) 
585 391 0.4%
 
584 1 < 0.1%
 
583 1 < 0.1%
 
582 5 < 0.1%
 
581 3 < 0.1%
 

d1_platelets_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count541
Unique (%)0.6%
Missing13444
Missing (%)14.7%
Infinite0
Infinite (%)0.0%
Mean196.76977922293634
Minimum18.55
Maximum557.45
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum18.55
5-th percentile72
Q1138
median187
Q3242
95-th percentile355
Maximum557.45
Range538.9
Interquartile range (IQR)104

Descriptive statistics

Standard deviation88.18426939
Coefficient of variation (CV)0.4481596195
Kurtosis1.813649154
Mean196.7697792
Median Absolute Deviation (MAD)66.70791057
Skewness0.9420020922
Sum15400973.85
Variance7776.465367
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
168 460 0.5%
 
170 459 0.5%
 
173 458 0.5%
 
176 457 0.5%
 
161 446 0.5%
 
182 445 0.5%
 
175 433 0.5%
 
178 433 0.5%
 
157 432 0.5%
 
181 432 0.5%
 
Other values (530) 73814 80.5%
 
(Missing) 13444 14.7%
 
ValueCountFrequency (%) 
18.55 372 0.4%
 
19 33 < 0.1%
 
20 35 < 0.1%
 
21 37 < 0.1%
 
22 32 < 0.1%
 
ValueCountFrequency (%) 
557.45 405 0.4%
 
557 4 < 0.1%
 
556 2 < 0.1%
 
555 7 < 0.1%
 
554 3 < 0.1%
 

d1_potassium_max
Real number (ℝ≥0)

MISSING
Distinct count101
Unique (%)0.1%
Missing9585
Missing (%)10.5%
Infinite0
Infinite (%)0.0%
Mean4.251594462302746
Minimum2.8
Maximum7.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum2.8
5-th percentile3.3
Q13.8
median4.2
Q34.6
95-th percentile5.5
Maximum7
Range4.2
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation0.667354529
Coefficient of variation (CV)0.1569657066
Kurtosis2.07124559
Mean4.251594462
Median Absolute Deviation (MAD)0.497877111
Skewness1.0486621
Sum349174.95
Variance0.4453620673
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4 6280 6.8%
 
4.1 6266 6.8%
 
4.2 6042 6.6%
 
3.9 5767 6.3%
 
4.3 5327 5.8%
 
3.8 5298 5.8%
 
4.4 4865 5.3%
 
3.7 4225 4.6%
 
4.5 4199 4.6%
 
3.6 3623 4.0%
 
Other values (90) 30236 33.0%
 
(Missing) 9585 10.5%
 
ValueCountFrequency (%) 
2.8 501 0.5%
 
2.9 236 0.3%
 
3 401 0.4%
 
3.1 645 0.7%
 
3.2 1031 1.1%
 
ValueCountFrequency (%) 
7 374 0.4%
 
6.9 78 0.1%
 
6.8 94 0.1%
 
6.7 115 0.1%
 
6.6 94 0.1%
 

d1_potassium_min
Real number (ℝ≥0)

MISSING
Distinct count117
Unique (%)0.1%
Missing9585
Missing (%)10.5%
Infinite0
Infinite (%)0.0%
Mean3.9346583382037794
Minimum2.4
Maximum5.8
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum2.4
5-th percentile3
Q13.6
median3.9
Q34.3
95-th percentile5
Maximum5.8
Range3.4
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation0.5796102329
Coefficient of variation (CV)0.1473089105
Kurtosis0.4642530802
Mean3.934658338
Median Absolute Deviation (MAD)0.4488220314
Skewness0.271816916
Sum323145.62
Variance0.3359480221
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.9 6364 6.9%
 
3.8 6312 6.9%
 
4 6130 6.7%
 
3.7 5833 6.4%
 
4.1 5645 6.2%
 
4.2 5151 5.6%
 
3.6 5120 5.6%
 
3.5 4455 4.9%
 
4.3 4193 4.6%
 
3.4 3739 4.1%
 
Other values (106) 29186 31.8%
 
(Missing) 9585 10.5%
 
ValueCountFrequency (%) 
2.4 569 0.6%
 
2.5 226 0.2%
 
2.6 310 0.3%
 
2.7 455 0.5%
 
2.72 1 < 0.1%
 
ValueCountFrequency (%) 
5.8 366 0.4%
 
5.7 161 0.2%
 
5.6 208 0.2%
 
5.58 1 < 0.1%
 
5.5 255 0.3%
 

d1_resprate_max
Real number (ℝ≥0)

Distinct count80
Unique (%)0.1%
Missing385
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean28.882774176594253
Minimum14.0
Maximum92.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum14
5-th percentile18
Q122
median26
Q332
95-th percentile48
Maximum92
Range78
Interquartile range (IQR)10

Descriptive statistics

Standard deviation10.70197319
Coefficient of variation (CV)0.3705313459
Kurtosis9.543641447
Mean28.88277418
Median Absolute Deviation (MAD)7.233511248
Skewness2.497452004
Sum2637806
Variance114.5322301
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
24 6273 6.8%
 
22 5631 6.1%
 
20 5469 6.0%
 
25 5330 5.8%
 
26 5280 5.8%
 
23 5273 5.7%
 
28 4946 5.4%
 
27 4552 5.0%
 
21 4166 4.5%
 
30 4026 4.4%
 
Other values (69) 40382 44.0%
 
ValueCountFrequency (%) 
14 802 0.9%
 
15 468 0.5%
 
16 1069 1.2%
 
17 1143 1.2%
 
18 2712 3.0%
 
ValueCountFrequency (%) 
92 484 0.5%
 
91 22 < 0.1%
 
90 19 < 0.1%
 
89 13 < 0.1%
 
88 27 < 0.1%
 

d1_resprate_min
Real number (ℝ≥0)

ZEROS
Distinct count56
Unique (%)0.1%
Missing385
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean12.846279344779257
Minimum0.0
Maximum100.0
Zeros3673
Zeros (%)4.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile4
Q110
median13
Q316
95-th percentile21
Maximum100
Range100
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.064943262
Coefficient of variation (CV)0.3942731686
Kurtosis4.159199652
Mean12.84627934
Median Absolute Deviation (MAD)3.697136823
Skewness0.1652570917
Sum1173225
Variance25.65365024
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
12 10962 12.0%
 
14 9142 10.0%
 
16 7711 8.4%
 
13 7612 8.3%
 
10 7423 8.1%
 
11 7385 8.1%
 
15 6586 7.2%
 
9 4508 4.9%
 
18 4168 4.5%
 
17 3763 4.1%
 
Other values (45) 22068 24.1%
 
ValueCountFrequency (%) 
0 3673 4.0%
 
1 220 0.2%
 
2 291 0.3%
 
3 332 0.4%
 
4 598 0.7%
 
ValueCountFrequency (%) 
100 1 < 0.1%
 
96 1 < 0.1%
 
72 1 < 0.1%
 
69 1 < 0.1%
 
66 1 < 0.1%
 

d1_sodium_max
Real number (ℝ≥0)

MISSING
Distinct count72
Unique (%)0.1%
Missing10195
Missing (%)11.1%
Infinite0
Infinite (%)0.0%
Mean139.12410142545204
Minimum123.0
Maximum158.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum123
5-th percentile131
Q1137
median139
Q3142
95-th percentile147
Maximum158
Range35
Interquartile range (IQR)5

Descriptive statistics

Standard deviation4.815461767
Coefficient of variation (CV)0.03461270706
Kurtosis1.934272683
Mean139.1241014
Median Absolute Deviation (MAD)3.532590474
Skewness0.05477420423
Sum11341118.5
Variance23.18867203
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
139 8481 9.2%
 
140 8404 9.2%
 
138 7877 8.6%
 
141 7424 8.1%
 
137 6740 7.3%
 
142 6197 6.8%
 
136 5407 5.9%
 
143 4486 4.9%
 
135 3894 4.2%
 
144 3416 3.7%
 
Other values (61) 19192 20.9%
 
(Missing) 10195 11.1%
 
ValueCountFrequency (%) 
123 572 0.6%
 
124 139 0.2%
 
125 163 0.2%
 
126 222 0.2%
 
127 318 0.3%
 
ValueCountFrequency (%) 
158 343 0.4%
 
157 67 0.1%
 
156 79 0.1%
 
155 112 0.1%
 
154 112 0.1%
 

d1_sodium_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count139
Unique (%)0.2%
Missing10195
Missing (%)11.1%
Infinite0
Infinite (%)0.0%
Mean137.72214357565198
Minimum117.0
Maximum153.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum117
5-th percentile129
Q1135
median138
Q3141
95-th percentile145
Maximum153
Range36
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.924065418
Coefficient of variation (CV)0.03575362168
Kurtosis2.644974584
Mean137.7221436
Median Absolute Deviation (MAD)3.592735453
Skewness-0.7508673055
Sum11226833.7
Variance24.24642024
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
139 8400 9.2%
 
138 8377 9.1%
 
137 7723 8.4%
 
140 7661 8.4%
 
136 6592 7.2%
 
141 6210 6.8%
 
135 5110 5.6%
 
142 4872 5.3%
 
134 4258 4.6%
 
143 3299 3.6%
 
Other values (128) 19016 20.7%
 
(Missing) 10195 11.1%
 
ValueCountFrequency (%) 
117 528 0.6%
 
118 68 0.1%
 
119 85 0.1%
 
120 96 0.1%
 
120.4 1 < 0.1%
 
ValueCountFrequency (%) 
153 339 0.4%
 
152 118 0.1%
 
151 122 0.1%
 
150.7 1 < 0.1%
 
150 203 0.2%
 

d1_spo2_max
Real number (ℝ≥0)

Distinct count44
Unique (%)< 0.1%
Missing333
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean99.24183628802801
Minimum0.0
Maximum100.0
Zeros6
Zeros (%)< 0.1%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile96
Q199
median100
Q3100
95-th percentile100
Maximum100
Range100
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.794180541
Coefficient of variation (CV)0.01807887287
Kurtosis875.7905719
Mean99.24183629
Median Absolute Deviation (MAD)1.002687688
Skewness-19.30272409
Sum9068719
Variance3.219083814
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
100 60426 65.9%
 
99 13118 14.3%
 
98 8574 9.3%
 
97 4628 5.0%
 
96 2478 2.7%
 
95 1075 1.2%
 
94 486 0.5%
 
93 236 0.3%
 
92 128 0.1%
 
91 50 0.1%
 
Other values (33) 181 0.2%
 
(Missing) 333 0.4%
 
ValueCountFrequency (%) 
0 6 < 0.1%
 
13 1 < 0.1%
 
16 2 < 0.1%
 
26 1 < 0.1%
 
31 1 < 0.1%
 
ValueCountFrequency (%) 
100 60426 65.9%
 
99 13118 14.3%
 
98 8574 9.3%
 
97 4628 5.0%
 
96 2478 2.7%
 

d1_spo2_min
Real number (ℝ≥0)

Distinct count102
Unique (%)0.1%
Missing333
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean90.4548260013132
Minimum0.0
Maximum100.0
Zeros152
Zeros (%)0.2%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile77
Q189
median92
Q395
95-th percentile98
Maximum100
Range100
Interquartile range (IQR)6

Descriptive statistics

Standard deviation10.03006922
Coefficient of variation (CV)0.1108848434
Kurtosis31.57443272
Mean90.454826
Median Absolute Deviation (MAD)5.395435957
Skewness-4.774250772
Sum8265762
Variance100.6022885
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
94 8744 9.5%
 
92 8707 9.5%
 
93 8661 9.4%
 
95 7991 8.7%
 
91 7243 7.9%
 
96 6743 7.4%
 
90 6617 7.2%
 
97 5321 5.8%
 
89 4059 4.4%
 
98 3775 4.1%
 
Other values (91) 23519 25.6%
 
ValueCountFrequency (%) 
0 152 0.2%
 
1 14 < 0.1%
 
2 30 < 0.1%
 
3 12 < 0.1%
 
4 12 < 0.1%
 
ValueCountFrequency (%) 
100 2033 2.2%
 
99 2299 2.5%
 
98 3775 4.1%
 
97 5321 5.8%
 
96 6743 7.4%
 

d1_sysbp_invasive_max
Real number (ℝ≥0)

MISSING
Distinct count226
Unique (%)0.2%
Missing67959
Missing (%)74.1%
Infinite0
Infinite (%)0.0%
Mean154.27431169487244
Minimum71.0
Maximum295.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum71
5-th percentile111
Q1134
median151
Q3170
95-th percentile208
Maximum295
Range224
Interquartile range (IQR)36

Descriptive statistics

Standard deviation32.28780515
Coefficient of variation (CV)0.2092882787
Kurtosis3.331179437
Mean154.2743117
Median Absolute Deviation (MAD)23.43673414
Skewness1.130007609
Sum3664632
Variance1042.502361
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
150 426 0.5%
 
154 416 0.5%
 
144 416 0.5%
 
148 415 0.5%
 
156 409 0.4%
 
152 407 0.4%
 
146 401 0.4%
 
138 398 0.4%
 
158 394 0.4%
 
160 389 0.4%
 
Other values (215) 19683 21.5%
 
(Missing) 67959 74.1%
 
ValueCountFrequency (%) 
71 139 0.2%
 
72 5 < 0.1%
 
73 3 < 0.1%
 
74 6 < 0.1%
 
75 6 < 0.1%
 
ValueCountFrequency (%) 
295 159 0.2%
 
294 8 < 0.1%
 
293 4 < 0.1%
 
292 3 < 0.1%
 
291 1 < 0.1%
 

d1_sysbp_invasive_min
Real number (ℝ≥0)

MISSING
Distinct count164
Unique (%)0.2%
Missing67959
Missing (%)74.1%
Infinite0
Infinite (%)0.0%
Mean93.81375768291656
Minimum10.0
Maximum172.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum10
5-th percentile56
Q180
median92
Q3107
95-th percentile137
Maximum172
Range162
Interquartile range (IQR)27

Descriptive statistics

Standard deviation24.98335409
Coefficient of variation (CV)0.266307999
Kurtosis1.37698143
Mean93.81375768
Median Absolute Deviation (MAD)18.44212952
Skewness0.04007547387
Sum2228452
Variance624.1679815
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
90 601 0.7%
 
86 589 0.6%
 
88 588 0.6%
 
92 583 0.6%
 
82 540 0.6%
 
84 524 0.6%
 
94 518 0.6%
 
80 505 0.6%
 
91 498 0.5%
 
96 487 0.5%
 
Other values (153) 18321 20.0%
 
(Missing) 67959 74.1%
 
ValueCountFrequency (%) 
10 138 0.2%
 
11 12 < 0.1%
 
12 11 < 0.1%
 
13 10 < 0.1%
 
14 8 < 0.1%
 
ValueCountFrequency (%) 
172 135 0.1%
 
171 6 < 0.1%
 
170 11 < 0.1%
 
169 5 < 0.1%
 
168 5 < 0.1%
 

d1_sysbp_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count144
Unique (%)0.2%
Missing159
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean148.33974485003387
Minimum90.0
Maximum232.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum90
5-th percentile111
Q1130
median146
Q3164
95-th percentile195
Maximum232
Range142
Interquartile range (IQR)34

Descriptive statistics

Standard deviation25.733259
Coefficient of variation (CV)0.1734751467
Kurtosis0.2540101859
Mean148.3397449
Median Absolute Deviation (MAD)20.38916668
Skewness0.5062394289
Sum13581097
Variance662.2006186
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
140 1610 1.8%
 
135 1512 1.6%
 
146 1490 1.6%
 
134 1484 1.6%
 
144 1481 1.6%
 
139 1480 1.6%
 
138 1467 1.6%
 
137 1459 1.6%
 
147 1450 1.6%
 
142 1449 1.6%
 
Other values (133) 76672 83.6%
 
ValueCountFrequency (%) 
90 435 0.5%
 
91 55 0.1%
 
92 71 0.1%
 
93 60 0.1%
 
94 74 0.1%
 
ValueCountFrequency (%) 
232 446 0.5%
 
231 24 < 0.1%
 
230 40 < 0.1%
 
229 25 < 0.1%
 
228 38 < 0.1%
 

d1_sysbp_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count121
Unique (%)0.1%
Missing159
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean96.92387006575355
Minimum41.0
Maximum160.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum41
5-th percentile64
Q183
median96
Q3110
95-th percentile133
Maximum160
Range119
Interquartile range (IQR)27

Descriptive statistics

Standard deviation20.6779299
Coefficient of variation (CV)0.2133419753
Kurtosis0.3106604962
Mean96.92387007
Median Absolute Deviation (MAD)16.1384927
Skewness0.2218724898
Sum8873768
Variance427.5767848
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
90 2177 2.4%
 
91 2136 2.3%
 
92 2095 2.3%
 
93 1990 2.2%
 
94 1987 2.2%
 
96 1930 2.1%
 
95 1925 2.1%
 
97 1886 2.1%
 
98 1815 2.0%
 
100 1804 2.0%
 
Other values (110) 71809 78.3%
 
ValueCountFrequency (%) 
41 500 0.5%
 
42 45 < 0.1%
 
43 68 0.1%
 
44 68 0.1%
 
45 62 0.1%
 
ValueCountFrequency (%) 
160 439 0.5%
 
159 40 < 0.1%
 
158 54 0.1%
 
157 41 < 0.1%
 
156 57 0.1%
 

d1_sysbp_noninvasive_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count144
Unique (%)0.2%
Missing1027
Missing (%)1.1%
Infinite0
Infinite (%)0.0%
Mean148.23554903733762
Minimum90.0
Maximum232.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum90
5-th percentile110
Q1130
median146
Q3164
95-th percentile195
Maximum232
Range142
Interquartile range (IQR)34

Descriptive statistics

Standard deviation25.79245298
Coefficient of variation (CV)0.1739964074
Kurtosis0.2468918668
Mean148.235549
Median Absolute Deviation (MAD)20.43791729
Skewness0.5042092526
Sum13442889
Variance665.2506306
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
140 1576 1.7%
 
135 1502 1.6%
 
146 1476 1.6%
 
139 1468 1.6%
 
144 1462 1.6%
 
134 1461 1.6%
 
137 1453 1.6%
 
147 1437 1.6%
 
138 1437 1.6%
 
145 1435 1.6%
 
Other values (133) 75979 82.8%
 
ValueCountFrequency (%) 
90 452 0.5%
 
91 55 0.1%
 
92 70 0.1%
 
93 63 0.1%
 
94 76 0.1%
 
ValueCountFrequency (%) 
232 438 0.5%
 
231 24 < 0.1%
 
230 39 < 0.1%
 
229 24 < 0.1%
 
228 38 < 0.1%
 

d1_sysbp_noninvasive_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count121
Unique (%)0.1%
Missing1027
Missing (%)1.1%
Infinite0
Infinite (%)0.0%
Mean96.99331297002843
Minimum41.03
Maximum160.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum41.03
5-th percentile64
Q184
median96
Q3110
95-th percentile133
Maximum160
Range118.97
Interquartile range (IQR)26

Descriptive statistics

Standard deviation20.70501617
Coefficient of variation (CV)0.2134684911
Kurtosis0.3005275848
Mean96.99331297
Median Absolute Deviation (MAD)16.16370542
Skewness0.2201214457
Sum8795935.58
Variance428.6976945
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
90 2146 2.3%
 
91 2119 2.3%
 
92 2061 2.2%
 
93 1967 2.1%
 
94 1965 2.1%
 
95 1922 2.1%
 
96 1901 2.1%
 
97 1868 2.0%
 
98 1791 2.0%
 
100 1786 1.9%
 
Other values (110) 71160 77.6%
 
ValueCountFrequency (%) 
41.03 486 0.5%
 
42 46 0.1%
 
43 68 0.1%
 
44 69 0.1%
 
45 61 0.1%
 
ValueCountFrequency (%) 
160 437 0.5%
 
159 40 < 0.1%
 
158 53 0.1%
 
157 40 < 0.1%
 
156 57 0.1%
 

d1_temp_max
Real number (ℝ≥0)

MISSING
Distinct count187
Unique (%)0.2%
Missing2324
Missing (%)2.5%
Infinite0
Infinite (%)0.0%
Mean37.284200643032136
Minimum35.1
Maximum39.9
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum35.1
5-th percentile36.4
Q136.9
median37.11
Q337.6
95-th percentile38.66
Maximum39.9
Range4.8
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation0.693286861
Coefficient of variation (CV)0.01859465535
Kurtosis1.933855416
Mean37.28420064
Median Absolute Deviation (MAD)0.5118673522
Skewness0.852640466
Sum3332797.411
Variance0.4806466716
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
37.1 8075 8.8%
 
36.9 7563 8.2%
 
36.8 6984 7.6%
 
37.2 6951 7.6%
 
37 6197 6.8%
 
36.7 5123 5.6%
 
37.3 5050 5.5%
 
37.4 4246 4.6%
 
37.6 3339 3.6%
 
36.6 3186 3.5%
 
Other values (176) 32675 35.6%
 
ValueCountFrequency (%) 
35.1 544 0.6%
 
35.111 1 < 0.1%
 
35.2 38 < 0.1%
 
35.278 1 < 0.1%
 
35.3 33 < 0.1%
 
ValueCountFrequency (%) 
39.9 342 0.4%
 
39.89208 1 < 0.1%
 
39.83652 1 < 0.1%
 
39.83 1 < 0.1%
 
39.8 100 0.1%
 

d1_temp_min
Real number (ℝ≥0)

MISSING
Distinct count210
Unique (%)0.2%
Missing2324
Missing (%)2.5%
Infinite0
Infinite (%)0.0%
Mean36.26839055056483
Minimum31.889
Maximum37.8
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum31.889
5-th percentile35.1
Q136.1
median36.4
Q336.66
95-th percentile37.1
Maximum37.8
Range5.911
Interquartile range (IQR)0.56

Descriptive statistics

Standard deviation0.7451473322
Coefficient of variation (CV)0.02054536529
Kurtosis12.51515056
Mean36.26839055
Median Absolute Deviation (MAD)0.4575783212
Skewness-2.85337078
Sum3241995.163
Variance0.5552445467
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
36.4 10559 11.5%
 
36.6 8585 9.4%
 
36.3 7942 8.7%
 
36.7 7341 8.0%
 
36.5 6486 7.1%
 
36.2 5738 6.3%
 
36.1 5502 6.0%
 
36.8 4814 5.2%
 
36 3420 3.7%
 
36.9 2826 3.1%
 
Other values (199) 26176 28.5%
 
ValueCountFrequency (%) 
31.889 527 0.6%
 
31.9 39 < 0.1%
 
31.944 1 < 0.1%
 
32 58 0.1%
 
32.05 1 < 0.1%
 
ValueCountFrequency (%) 
37.8 366 0.4%
 
37.77 3 < 0.1%
 
37.72 1 < 0.1%
 
37.7 181 0.2%
 
37.66968 1 < 0.1%
 

d1_wbc_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count3099
Unique (%)3.4%
Missing13174
Missing (%)14.4%
Infinite0
Infinite (%)0.0%
Mean12.476301709978483
Minimum1.2
Maximum46.08
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum1.2
5-th percentile4.77
Q18
median11
Q315.2
95-th percentile25.26
Maximum46.08
Range44.88
Interquartile range (IQR)7.2

Descriptive statistics

Standard deviation6.79618657
Coefficient of variation (CV)0.5447276547
Kurtosis4.568686855
Mean12.47630171
Median Absolute Deviation (MAD)4.936520216
Skewness1.72762042
Sum979876.26
Variance46.1881519
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10.2 572 0.6%
 
8.4 564 0.6%
 
8.6 563 0.6%
 
9 559 0.6%
 
8 555 0.6%
 
8.8 550 0.6%
 
9.2 542 0.6%
 
7.8 541 0.6%
 
7.2 539 0.6%
 
9.6 537 0.6%
 
Other values (3088) 73017 79.6%
 
(Missing) 13174 14.4%
 
ValueCountFrequency (%) 
1.2 395 0.4%
 
1.21 1 < 0.1%
 
1.23 1 < 0.1%
 
1.24 2 < 0.1%
 
1.28 1 < 0.1%
 
ValueCountFrequency (%) 
46.08 399 0.4%
 
46 1 < 0.1%
 
45.9 4 < 0.1%
 
45.8 2 < 0.1%
 
45.77 1 < 0.1%
 

d1_wbc_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count2775
Unique (%)3.0%
Missing13174
Missing (%)14.4%
Infinite0
Infinite (%)0.0%
Mean11.313535542851323
Minimum0.9
Maximum40.898
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile4.35
Q17.4
median10.1
Q313.73
95-th percentile22.4
Maximum40.898
Range39.998
Interquartile range (IQR)6.33

Descriptive statistics

Standard deviation5.950833332
Coefficient of variation (CV)0.5259923663
Kurtosis4.687463213
Mean11.31353554
Median Absolute Deviation (MAD)4.302821579
Skewness1.704118491
Sum888553.768
Variance35.41241734
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8 634 0.7%
 
8.8 629 0.7%
 
7.6 626 0.7%
 
8.4 624 0.7%
 
7.2 620 0.7%
 
7.8 617 0.7%
 
8.6 612 0.7%
 
7.4 611 0.7%
 
9 605 0.7%
 
8.3 599 0.7%
 
Other values (2764) 72362 78.9%
 
(Missing) 13174 14.4%
 
ValueCountFrequency (%) 
0.9 378 0.4%
 
0.92 1 < 0.1%
 
0.94 1 < 0.1%
 
0.95 2 < 0.1%
 
0.97 2 < 0.1%
 
ValueCountFrequency (%) 
40.898 401 0.4%
 
40.89 1 < 0.1%
 
40.8 5 < 0.1%
 
40.76 1 < 0.1%
 
40.67 1 < 0.1%
 
Distinct count3
Unique (%)< 0.1%
Missing715
Missing (%)0.8%
Memory size716.6 KiB
0
70506
1
20492
(Missing)
 
715
ValueCountFrequency (%) 
0 70506 76.9%
 
1 20492 22.3%
 
(Missing) 715 0.8%
 

elective_surgery
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size716.6 KiB
0
74862
1
16851
ValueCountFrequency (%) 
0 74862 81.6%
 
1 16851 18.4%
 

encounter_id
Real number (ℝ≥0)

UNIQUE
Distinct count91713
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean65606.0792799276
Minimum1
Maximum131051
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile6569.6
Q132852
median65665
Q398342
95-th percentile124513.8
Maximum131051
Range131050
Interquartile range (IQR)65490

Descriptive statistics

Standard deviation37795.08854
Coefficient of variation (CV)0.5760912548
Kurtosis-1.197932642
Mean65606.07928
Median Absolute Deviation (MAD)32721.81868
Skewness-0.002257771682
Sum6016930349
Variance1428468718
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.00000e+00 1.31051e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2047 1 < 0.1%
 
60040 1 < 0.1%
 
117356 1 < 0.1%
 
121454 1 < 0.1%
 
76400 1 < 0.1%
 
74353 1 < 0.1%
 
78451 1 < 0.1%
 
66165 1 < 0.1%
 
72310 1 < 0.1%
 
90745 1 < 0.1%
 
Other values (91703) 91703 > 99.9%
 
ValueCountFrequency (%) 
1 1 < 0.1%
 
3 1 < 0.1%
 
4 1 < 0.1%
 
6 1 < 0.1%
 
9 1 < 0.1%
 
ValueCountFrequency (%) 
131051 1 < 0.1%
 
131049 1 < 0.1%
 
131048 1 < 0.1%
 
131047 1 < 0.1%
 
131046 1 < 0.1%
 

ethnicity
Categorical

MISSING
Distinct count7
Unique (%)< 0.1%
Missing1395
Missing (%)1.5%
Memory size716.6 KiB
Caucasian
70684
African American
 
9547
Other/Unknown
 
4374
Hispanic
 
3796
Asian
 
1129
ValueCountFrequency (%) 
Caucasian 70684 77.1%
 
African American 9547 10.4%
 
Other/Unknown 4374 4.8%
 
Hispanic 3796 4.1%
 
Asian 1129 1.2%
 
Native American 788 0.9%
 
(Missing) 1395 1.5%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length16
Mean length9.789102963
Min length3
Scatter

fio2_apache
Real number (ℝ≥0)

MISSING
Distinct count83
Unique (%)0.1%
Missing70868
Missing (%)77.3%
Infinite0
Infinite (%)0.0%
Mean0.5957514991604701
Minimum0.21
Maximum1.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.21
5-th percentile0.25
Q10.4
median0.5
Q30.85
95-th percentile1
Maximum1
Range0.79
Interquartile range (IQR)0.45

Descriptive statistics

Standard deviation0.2632377052
Coefficient of variation (CV)0.4418582339
Kurtosis-1.175697236
Mean0.5957514992
Median Absolute Deviation (MAD)0.2256647992
Skewness0.4766161749
Sum12418.44
Variance0.06929408946
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 4822 5.3%
 
0.4 3843 4.2%
 
0.5 3497 3.8%
 
0.6 2082 2.3%
 
0.3 1060 1.2%
 
0.21 853 0.9%
 
0.8 803 0.9%
 
0.7 753 0.8%
 
0.35 517 0.6%
 
0.28 456 0.5%
 
Other values (72) 2159 2.4%
 
(Missing) 70868 77.3%
 
ValueCountFrequency (%) 
0.21 853 0.9%
 
0.22 7 < 0.1%
 
0.23 15 < 0.1%
 
0.24 49 0.1%
 
0.25 240 0.3%
 
ValueCountFrequency (%) 
1 4822 5.3%
 
0.99 9 < 0.1%
 
0.985 2 < 0.1%
 
0.984 1 < 0.1%
 
0.982 1 < 0.1%
 

gcs_eyes_apache
Categorical

MISSING
Distinct count5
Unique (%)< 0.1%
Missing1901
Missing (%)2.1%
Memory size716.6 KiB
4
62995
3
13863
1
 
8274
2
 
4680
ValueCountFrequency (%) 
4 62995 68.7%
 
3 13863 15.1%
 
1 8274 9.0%
 
2 4680 5.1%
 
(Missing) 1901 2.1%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length3
Min length3
Scatter

gcs_motor_apache
Real number (ℝ≥0)

MISSING
Distinct count7
Unique (%)< 0.1%
Missing1901
Missing (%)2.1%
Infinite0
Infinite (%)0.0%
Mean5.471195385917249
Minimum1.0
Maximum6.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q16
median6
Q36
95-th percentile6
Maximum6
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.288376265
Coefficient of variation (CV)0.2354835049
Kurtosis6.322264443
Mean5.471195386
Median Absolute Deviation (MAD)0.8356116202
Skewness-2.712375637
Sum491379
Variance1.659913401
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
6 70960 77.4%
 
5 7982 8.7%
 
1 5543 6.0%
 
4 4494 4.9%
 
3 524 0.6%
 
2 309 0.3%
 
(Missing) 1901 2.1%
 
ValueCountFrequency (%) 
1 5543 6.0%
 
2 309 0.3%
 
3 524 0.6%
 
4 4494 4.9%
 
5 7982 8.7%
 
ValueCountFrequency (%) 
6 70960 77.4%
 
5 7982 8.7%
 
4 4494 4.9%
 
3 524 0.6%
 
2 309 0.3%
 

gcs_unable_apache
Boolean

MISSING
Distinct count3
Unique (%)< 0.1%
Missing1037
Missing (%)1.1%
Memory size716.6 KiB
0
89812
1
 
864
(Missing)
 
1037
ValueCountFrequency (%) 
0 89812 97.9%
 
1 864 0.9%
 
(Missing) 1037 1.1%
 

gcs_verbal_apache
Real number (ℝ≥0)

MISSING
Distinct count6
Unique (%)< 0.1%
Missing1901
Missing (%)2.1%
Infinite0
Infinite (%)0.0%
Mean3.9947779806707344
Minimum1.0
Maximum5.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q14
median5
Q35
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.560165942
Coefficient of variation (CV)0.3905513523
Kurtosis-0.296347096
Mean3.994777981
Median Absolute Deviation (MAD)1.2751825
Skewness-1.203503338
Sum358779
Variance2.434117768
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
5 56909 62.1%
 
1 16741 18.3%
 
4 10947 11.9%
 
3 3275 3.6%
 
2 1940 2.1%
 
(Missing) 1901 2.1%
 
ValueCountFrequency (%) 
1 16741 18.3%
 
2 1940 2.1%
 
3 3275 3.6%
 
4 10947 11.9%
 
5 56909 62.1%
 
ValueCountFrequency (%) 
5 56909 62.1%
 
4 10947 11.9%
 
3 3275 3.6%
 
2 1940 2.1%
 
1 16741 18.3%
 

gender
Categorical

Distinct count3
Unique (%)< 0.1%
Missing25
Missing (%)< 0.1%
Memory size716.6 KiB
M
49469
F
42219
ValueCountFrequency (%) 
M 49469 53.9%
 
F 42219 46.0%
 
(Missing) 25 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length3
Mean length1.000545179
Min length1
Scatter

glucose_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count566
Unique (%)0.6%
Missing11036
Missing (%)12.0%
Infinite0
Infinite (%)0.0%
Mean160.3268217707649
Minimum39.0
Maximum598.7
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum39
5-th percentile73
Q197
median133
Q3196
95-th percentile341
Maximum598.7
Range559.7
Interquartile range (IQR)99

Descriptive statistics

Standard deviation90.79055137
Coefficient of variation (CV)0.5662842335
Kurtosis4.42977857
Mean160.3268218
Median Absolute Deviation (MAD)67.09887924
Skewness1.842239481
Sum12934687
Variance8242.924218
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
96 973 1.1%
 
92 955 1.0%
 
97 930 1.0%
 
98 917 1.0%
 
93 916 1.0%
 
91 916 1.0%
 
95 906 1.0%
 
99 901 1.0%
 
94 899 1.0%
 
102 861 0.9%
 
Other values (555) 71503 78.0%
 
(Missing) 11036 12.0%
 
ValueCountFrequency (%) 
39 409 0.4%
 
40 31 < 0.1%
 
41 42 < 0.1%
 
42 48 0.1%
 
43 33 < 0.1%
 
ValueCountFrequency (%) 
598.7 408 0.4%
 
598 7 < 0.1%
 
597 3 < 0.1%
 
596 2 < 0.1%
 
595 3 < 0.1%
 

h1_albumin_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count38
Unique (%)< 0.1%
Missing83824
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean3.0300798580301684
Minimum1.1
Maximum4.7
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum1.1
5-th percentile1.7
Q12.5
median3.1
Q33.6
95-th percentile4.2
Maximum4.7
Range3.6
Interquartile range (IQR)1.1

Descriptive statistics

Standard deviation0.7316511421
Coefficient of variation (CV)0.2414626599
Kurtosis-0.2926663515
Mean3.030079858
Median Absolute Deviation (MAD)0.5910353988
Skewness-0.2476753793
Sum23904.3
Variance0.5353133937
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.2 430 0.5%
 
3 416 0.5%
 
3.4 412 0.4%
 
3.1 412 0.4%
 
3.3 408 0.4%
 
2.9 392 0.4%
 
3.5 379 0.4%
 
2.8 375 0.4%
 
2.7 360 0.4%
 
3.6 339 0.4%
 
Other values (27) 3966 4.3%
 
(Missing) 83824 91.4%
 
ValueCountFrequency (%) 
1.1 80 0.1%
 
1.2 20 < 0.1%
 
1.3 31 < 0.1%
 
1.4 36 < 0.1%
 
1.5 58 0.1%
 
ValueCountFrequency (%) 
4.7 39 < 0.1%
 
4.6 38 < 0.1%
 
4.5 42 < 0.1%
 
4.4 65 0.1%
 
4.3 99 0.1%
 

h1_albumin_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count38
Unique (%)< 0.1%
Missing83824
Missing (%)91.4%
Infinite0
Infinite (%)0.0%
Mean3.0290784636836094
Minimum1.1
Maximum4.7
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum1.1
5-th percentile1.7
Q12.5
median3.1
Q33.6
95-th percentile4.2
Maximum4.7
Range3.6
Interquartile range (IQR)1.1

Descriptive statistics

Standard deviation0.731676903
Coefficient of variation (CV)0.2415509904
Kurtosis-0.2943027134
Mean3.029078464
Median Absolute Deviation (MAD)0.5910888499
Skewness-0.2474332527
Sum23896.4
Variance0.5353510903
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.2 428 0.5%
 
3 416 0.5%
 
3.1 414 0.5%
 
3.4 412 0.4%
 
3.3 409 0.4%
 
2.9 390 0.4%
 
3.5 377 0.4%
 
2.8 374 0.4%
 
2.7 362 0.4%
 
3.6 340 0.4%
 
Other values (27) 3967 4.3%
 
(Missing) 83824 91.4%
 
ValueCountFrequency (%) 
1.1 80 0.1%
 
1.2 20 < 0.1%
 
1.3 31 < 0.1%
 
1.4 36 < 0.1%
 
1.5 58 0.1%
 
ValueCountFrequency (%) 
4.7 39 < 0.1%
 
4.6 37 < 0.1%
 
4.5 42 < 0.1%
 
4.4 65 0.1%
 
4.3 98 0.1%
 

h1_arterial_pco2_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count780
Unique (%)0.9%
Missing75959
Missing (%)82.8%
Infinite0
Infinite (%)0.0%
Mean44.66844388726672
Minimum15.0
Maximum111.505
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum15
5-th percentile26.2
Q136
median42.1
Q349.2
95-th percentile74
Maximum111.505
Range96.505
Interquartile range (IQR)13.2

Descriptive statistics

Standard deviation14.63090688
Coefficient of variation (CV)0.3275445841
Kurtosis4.03858604
Mean44.66844389
Median Absolute Deviation (MAD)10.15938371
Skewness1.573160573
Sum703706.665
Variance214.0634361
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
38 412 0.4%
 
44 409 0.4%
 
41 401 0.4%
 
39 401 0.4%
 
40 397 0.4%
 
43 388 0.4%
 
42 387 0.4%
 
45 384 0.4%
 
46 383 0.4%
 
37 356 0.4%
 
Other values (769) 11836 12.9%
 
(Missing) 75959 82.8%
 
ValueCountFrequency (%) 
15 93 0.1%
 
15.1 1 < 0.1%
 
15.2 3 < 0.1%
 
15.3 1 < 0.1%
 
15.5 1 < 0.1%
 
ValueCountFrequency (%) 
111.505 73 0.1%
 
111.5 1 < 0.1%
 
111 6 < 0.1%
 
110 2 < 0.1%
 
109.7 1 < 0.1%
 

h1_arterial_pco2_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count769
Unique (%)0.8%
Missing75959
Missing (%)82.8%
Infinite0
Infinite (%)0.0%
Mean43.38345277389869
Minimum14.997
Maximum107.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum14.997
5-th percentile26
Q135
median41
Q348
95-th percentile72
Maximum107
Range92.003
Interquartile range (IQR)13

Descriptive statistics

Standard deviation14.11310681
Coefficient of variation (CV)0.325310825
Kurtosis4.004049827
Mean43.38345277
Median Absolute Deviation (MAD)9.823317501
Skewness1.590903031
Sum683462.915
Variance199.1797839
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
38 468 0.5%
 
39 456 0.5%
 
40 437 0.5%
 
37 428 0.5%
 
41 402 0.4%
 
42 397 0.4%
 
36 386 0.4%
 
43 374 0.4%
 
44 371 0.4%
 
35 357 0.4%
 
Other values (758) 11678 12.7%
 
(Missing) 75959 82.8%
 
ValueCountFrequency (%) 
14.997 95 0.1%
 
15 7 < 0.1%
 
15.1 1 < 0.1%
 
15.2 3 < 0.1%
 
15.3 1 < 0.1%
 
ValueCountFrequency (%) 
107 78 0.1%
 
106.4 1 < 0.1%
 
105.6 1 < 0.1%
 
105.4 1 < 0.1%
 
105 3 < 0.1%
 

h1_arterial_ph_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count562
Unique (%)0.6%
Missing76424
Missing (%)83.3%
Infinite0
Infinite (%)0.0%
Mean7.338362744456799
Minimum6.93
Maximum7.57
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum6.93
5-th percentile7.14
Q17.29
median7.35
Q37.41
95-th percentile7.48
Maximum7.57
Range0.64
Interquartile range (IQR)0.12

Descriptive statistics

Standard deviation0.1058207093
Coefficient of variation (CV)0.01442020693
Kurtosis1.725448654
Mean7.338362744
Median Absolute Deviation (MAD)0.07909292414
Skewness-0.99661526
Sum112196.228
Variance0.01119802252
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
7.36 535 0.6%
 
7.38 520 0.6%
 
7.34 506 0.6%
 
7.4 506 0.6%
 
7.35 506 0.6%
 
7.39 499 0.5%
 
7.37 496 0.5%
 
7.32 466 0.5%
 
7.33 446 0.5%
 
7.41 438 0.5%
 
Other values (551) 10371 11.3%
 
(Missing) 76424 83.3%
 
ValueCountFrequency (%) 
6.93 87 0.1%
 
6.937 1 < 0.1%
 
6.94 8 < 0.1%
 
6.949 1 < 0.1%
 
6.95 6 < 0.1%
 
ValueCountFrequency (%) 
7.57 68 0.1%
 
7.567 2 < 0.1%
 
7.566 1 < 0.1%
 
7.564 1 < 0.1%
 
7.563 2 < 0.1%
 

h1_arterial_ph_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count580
Unique (%)0.6%
Missing76424
Missing (%)83.3%
Infinite0
Infinite (%)0.0%
Mean7.3278825299234756
Minimum6.9
Maximum7.563
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum6.9
5-th percentile7.12
Q17.28
median7.34
Q37.4
95-th percentile7.4796
Maximum7.563
Range0.663
Interquartile range (IQR)0.12

Descriptive statistics

Standard deviation0.1078728941
Coefficient of variation (CV)0.01472088202
Kurtosis1.817662682
Mean7.32788253
Median Absolute Deviation (MAD)0.08017226283
Skewness-1.001395205
Sum112035.996
Variance0.01163656129
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
7.35 521 0.6%
 
7.36 519 0.6%
 
7.34 515 0.6%
 
7.32 508 0.6%
 
7.38 498 0.5%
 
7.33 491 0.5%
 
7.37 485 0.5%
 
7.39 448 0.5%
 
7.4 446 0.5%
 
7.31 425 0.5%
 
Other values (569) 10433 11.4%
 
(Missing) 76424 83.3%
 
ValueCountFrequency (%) 
6.9 73 0.1%
 
6.904 1 < 0.1%
 
6.91 3 < 0.1%
 
6.912 2 < 0.1%
 
6.913 2 < 0.1%
 
ValueCountFrequency (%) 
7.563 69 0.1%
 
7.56 14 < 0.1%
 
7.559 1 < 0.1%
 
7.556 3 < 0.1%
 
7.554 1 < 0.1%
 

h1_arterial_po2_max
Real number (ℝ≥0)

MISSING
Distinct count1738
Unique (%)1.9%
Missing75945
Missing (%)82.8%
Infinite0
Infinite (%)0.0%
Mean163.8413543252156
Minimum34.0
Maximum534.905
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum34
5-th percentile56.2
Q180.7
median120
Q3216
95-th percentile413
Maximum534.905
Range500.905
Interquartile range (IQR)135.3

Descriptive statistics

Standard deviation113.4557385
Coefficient of variation (CV)0.6924731484
Kurtosis0.9901311128
Mean163.8413543
Median Absolute Deviation (MAD)89.78865579
Skewness1.329846021
Sum2583450.475
Variance12872.20459
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
81 128 0.1%
 
76 127 0.1%
 
80 116 0.1%
 
71 115 0.1%
 
79 115 0.1%
 
67 114 0.1%
 
84 113 0.1%
 
86 111 0.1%
 
74 110 0.1%
 
73 109 0.1%
 
Other values (1727) 14610 15.9%
 
(Missing) 75945 82.8%
 
ValueCountFrequency (%) 
34 69 0.1%
 
34.3 1 < 0.1%
 
34.4 1 < 0.1%
 
34.5 1 < 0.1%
 
34.8 1 < 0.1%
 
ValueCountFrequency (%) 
534.905 75 0.1%
 
534 2 < 0.1%
 
533.2 1 < 0.1%
 
532 1 < 0.1%
 
531 2 < 0.1%
 

h1_arterial_po2_min
Real number (ℝ≥0)

MISSING
Distinct count1730
Unique (%)1.9%
Missing75945
Missing (%)82.8%
Infinite0
Infinite (%)0.0%
Mean144.15422406139012
Minimum31.0
Maximum514.905
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum31
5-th percentile54
Q177
median107
Q3178
95-th percentile369.26
Maximum514.905
Range483.905
Interquartile range (IQR)101

Descriptive statistics

Standard deviation98.4645434
Coefficient of variation (CV)0.6830500045
Kurtosis2.411756721
Mean144.1542241
Median Absolute Deviation (MAD)74.11663021
Skewness1.657679043
Sum2273023.805
Variance9695.266306
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
76 142 0.2%
 
81 140 0.2%
 
80 135 0.1%
 
67 128 0.1%
 
69 128 0.1%
 
84 128 0.1%
 
77 126 0.1%
 
70 126 0.1%
 
82 126 0.1%
 
72 125 0.1%
 
Other values (1719) 14464 15.8%
 
(Missing) 75945 82.8%
 
ValueCountFrequency (%) 
31 66 0.1%
 
31.2 1 < 0.1%
 
31.3 1 < 0.1%
 
31.5 1 < 0.1%
 
32 9 < 0.1%
 
ValueCountFrequency (%) 
514.905 81 0.1%
 
514 2 < 0.1%
 
513.9 1 < 0.1%
 
513 3 < 0.1%
 
512 1 < 0.1%
 

h1_bilirubin_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count182
Unique (%)0.2%
Missing84619
Missing (%)92.3%
Infinite0
Infinite (%)0.0%
Mean1.0986115026783196
Minimum0.2
Maximum40.4
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.2
Q10.4
median0.6
Q31.1
95-th percentile3
Maximum40.4
Range40.2
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation2.033590298
Coefficient of variation (CV)1.851054984
Kurtosis113.9515137
Mean1.098611503
Median Absolute Deviation (MAD)0.8229664709
Skewness9.149274609
Sum7793.55
Variance4.1354895
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4 918 1.0%
 
0.5 798 0.9%
 
0.3 740 0.8%
 
0.6 649 0.7%
 
0.7 536 0.6%
 
0.8 462 0.5%
 
0.2 447 0.5%
 
0.9 395 0.4%
 
1 305 0.3%
 
1.1 225 0.2%
 
Other values (171) 1619 1.8%
 
(Missing) 84619 92.3%
 
ValueCountFrequency (%) 
0.2 447 0.5%
 
0.22 1 < 0.1%
 
0.24 2 < 0.1%
 
0.25 1 < 0.1%
 
0.26 2 < 0.1%
 
ValueCountFrequency (%) 
40.4 1 < 0.1%
 
38.4 1 < 0.1%
 
36.4 1 < 0.1%
 
30 1 < 0.1%
 
29.9 1 < 0.1%
 

h1_bilirubin_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count182
Unique (%)0.2%
Missing84619
Missing (%)92.3%
Infinite0
Infinite (%)0.0%
Mean1.0977516210882436
Minimum0.2
Maximum40.4
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.2
Q10.4
median0.6
Q31.1
95-th percentile3
Maximum40.4
Range40.2
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation2.032605184
Coefficient of variation (CV)1.851607545
Kurtosis114.1630837
Mean1.097751621
Median Absolute Deviation (MAD)0.8224422287
Skewness9.158105598
Sum7787.45
Variance4.131483835
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4 917 1.0%
 
0.5 798 0.9%
 
0.3 742 0.8%
 
0.6 653 0.7%
 
0.7 533 0.6%
 
0.8 461 0.5%
 
0.2 448 0.5%
 
0.9 397 0.4%
 
1 305 0.3%
 
1.1 223 0.2%
 
Other values (171) 1617 1.8%
 
(Missing) 84619 92.3%
 
ValueCountFrequency (%) 
0.2 448 0.5%
 
0.22 1 < 0.1%
 
0.24 2 < 0.1%
 
0.25 1 < 0.1%
 
0.26 2 < 0.1%
 
ValueCountFrequency (%) 
40.4 1 < 0.1%
 
38.4 1 < 0.1%
 
36.4 1 < 0.1%
 
30 1 < 0.1%
 
29.9 1 < 0.1%
 

h1_bun_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count259
Unique (%)0.3%
Missing75091
Missing (%)81.9%
Infinite0
Infinite (%)0.0%
Mean25.84453796173746
Minimum4.0
Maximum135.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile7
Q113
median18
Q331
95-th percentile70
Maximum135
Range131
Interquartile range (IQR)18

Descriptive statistics

Standard deviation21.43523513
Coefficient of variation (CV)0.8293913076
Kurtosis6.617136019
Mean25.84453796
Median Absolute Deviation (MAD)14.82845334
Skewness2.349970441
Sum429587.91
Variance459.4693052
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
14 856 0.9%
 
13 789 0.9%
 
12 788 0.9%
 
15 778 0.8%
 
11 696 0.8%
 
16 687 0.7%
 
17 658 0.7%
 
18 612 0.7%
 
10 585 0.6%
 
19 565 0.6%
 
Other values (248) 9608 10.5%
 
(Missing) 75091 81.9%
 
ValueCountFrequency (%) 
4 150 0.2%
 
4.1 1 < 0.1%
 
4.2 1 < 0.1%
 
5 142 0.2%
 
5.8 1 < 0.1%
 
ValueCountFrequency (%) 
135 91 0.1%
 
134 5 < 0.1%
 
132 5 < 0.1%
 
131 4 < 0.1%
 
130 2 < 0.1%
 

h1_bun_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count259
Unique (%)0.3%
Missing75091
Missing (%)81.9%
Infinite0
Infinite (%)0.0%
Mean25.819252195884975
Minimum4.0
Maximum135.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile7
Q113
median18
Q331
95-th percentile70
Maximum135
Range131
Interquartile range (IQR)18

Descriptive statistics

Standard deviation21.41797078
Coefficient of variation (CV)0.8295348999
Kurtosis6.635017741
Mean25.8192522
Median Absolute Deviation (MAD)14.81413193
Skewness2.35226895
Sum429167.61
Variance458.7294725
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
14 857 0.9%
 
12 789 0.9%
 
13 789 0.9%
 
15 780 0.9%
 
11 696 0.8%
 
16 684 0.7%
 
17 661 0.7%
 
18 613 0.7%
 
10 586 0.6%
 
19 564 0.6%
 
Other values (248) 9603 10.5%
 
(Missing) 75091 81.9%
 
ValueCountFrequency (%) 
4 150 0.2%
 
4.1 1 < 0.1%
 
4.2 1 < 0.1%
 
5 144 0.2%
 
5.8 1 < 0.1%
 
ValueCountFrequency (%) 
135 91 0.1%
 
134 5 < 0.1%
 
132 4 < 0.1%
 
131 4 < 0.1%
 
130 3 < 0.1%
 

h1_calcium_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count60
Unique (%)0.1%
Missing75863
Missing (%)82.7%
Infinite0
Infinite (%)0.0%
Mean8.283716088328077
Minimum5.6
Maximum11.4
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum5.6
5-th percentile6.8
Q17.7
median8.3
Q38.8
95-th percentile9.7
Maximum11.4
Range5.8
Interquartile range (IQR)1.1

Descriptive statistics

Standard deviation0.8824344664
Coefficient of variation (CV)0.1065264016
Kurtosis0.7910785804
Mean8.283716088
Median Absolute Deviation (MAD)0.6806424393
Skewness0.03266032123
Sum131296.9
Variance0.7786905876
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.4 829 0.9%
 
8.3 793 0.9%
 
8.1 764 0.8%
 
8.5 751 0.8%
 
8.2 734 0.8%
 
8 723 0.8%
 
8.6 720 0.8%
 
7.9 714 0.8%
 
8.8 654 0.7%
 
8.7 635 0.7%
 
Other values (49) 8533 9.3%
 
(Missing) 75863 82.7%
 
ValueCountFrequency (%) 
5.6 91 0.1%
 
5.7 11 < 0.1%
 
5.8 11 < 0.1%
 
5.9 26 < 0.1%
 
6 32 < 0.1%
 
ValueCountFrequency (%) 
11.4 64 0.1%
 
11.3 10 < 0.1%
 
11.2 13 < 0.1%
 
11.1 8 < 0.1%
 
11 8 < 0.1%
 

h1_calcium_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count63
Unique (%)0.1%
Missing75863
Missing (%)82.7%
Infinite0
Infinite (%)0.0%
Mean8.282291798107254
Minimum5.3
Maximum11.315
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum5.3
5-th percentile6.8
Q17.7
median8.3
Q38.8
95-th percentile9.7
Maximum11.315
Range6.015
Interquartile range (IQR)1.1

Descriptive statistics

Standard deviation0.8853786201
Coefficient of variation (CV)0.1069001964
Kurtosis0.84912454
Mean8.282291798
Median Absolute Deviation (MAD)0.682036929
Skewness0.02356126062
Sum131274.325
Variance0.783895301
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.4 822 0.9%
 
8.3 791 0.9%
 
8.1 767 0.8%
 
8.5 750 0.8%
 
8.2 735 0.8%
 
8 724 0.8%
 
8.6 719 0.8%
 
7.9 709 0.8%
 
8.8 649 0.7%
 
8.7 638 0.7%
 
Other values (52) 8546 9.3%
 
(Missing) 75863 82.7%
 
ValueCountFrequency (%) 
5.3 37 < 0.1%
 
5.4 12 < 0.1%
 
5.5 13 < 0.1%
 
5.6 18 < 0.1%
 
5.7 11 < 0.1%
 
ValueCountFrequency (%) 
11.315 75 0.1%
 
11.3 10 < 0.1%
 
11.2 12 < 0.1%
 
11.1 8 < 0.1%
 
11 8 < 0.1%
 

h1_creatinine_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count785
Unique (%)0.9%
Missing74957
Missing (%)81.7%
Infinite0
Infinite (%)0.0%
Mean1.53122054189544
Minimum0.33
Maximum11.6042
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.33
5-th percentile0.53
Q10.79
median1.01
Q31.55
95-th percentile4.5
Maximum11.6042
Range11.2742
Interquartile range (IQR)0.76

Descriptive statistics

Standard deviation1.575644109
Coefficient of variation (CV)1.029011867
Kurtosis16.19170117
Mean1.531220542
Median Absolute Deviation (MAD)0.9164883756
Skewness3.68324903
Sum25657.1314
Variance2.482654359
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.8 646 0.7%
 
0.9 639 0.7%
 
0.7 573 0.6%
 
1 544 0.6%
 
1.1 414 0.5%
 
0.6 372 0.4%
 
1.2 332 0.4%
 
1.3 244 0.3%
 
0.5 217 0.2%
 
1.4 197 0.2%
 
Other values (774) 12578 13.7%
 
(Missing) 74957 81.7%
 
ValueCountFrequency (%) 
0.33 77 0.1%
 
0.34 7 < 0.1%
 
0.35 13 < 0.1%
 
0.36 12 < 0.1%
 
0.37 12 < 0.1%
 
ValueCountFrequency (%) 
11.6042 92 0.1%
 
11.55 1 < 0.1%
 
11.5 2 < 0.1%
 
11.49 1 < 0.1%
 
11.4 4 < 0.1%
 

h1_creatinine_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count778
Unique (%)0.8%
Missing74957
Missing (%)81.7%
Infinite0
Infinite (%)0.0%
Mean1.5287841370255428
Minimum0.33
Maximum11.571
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.33
5-th percentile0.53
Q10.79
median1.01
Q31.55
95-th percentile4.5
Maximum11.571
Range11.241
Interquartile range (IQR)0.76

Descriptive statistics

Standard deviation1.572451281
Coefficient of variation (CV)1.028563316
Kurtosis16.19304743
Mean1.528784137
Median Absolute Deviation (MAD)0.9146161711
Skewness3.68337968
Sum25616.307
Variance2.472603033
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.8 644 0.7%
 
0.9 635 0.7%
 
0.7 573 0.6%
 
1 550 0.6%
 
1.1 412 0.4%
 
0.6 374 0.4%
 
1.2 329 0.4%
 
1.3 242 0.3%
 
0.5 221 0.2%
 
1.4 194 0.2%
 
Other values (767) 12582 13.7%
 
(Missing) 74957 81.7%
 
ValueCountFrequency (%) 
0.33 79 0.1%
 
0.34 6 < 0.1%
 
0.35 13 < 0.1%
 
0.36 14 < 0.1%
 
0.37 12 < 0.1%
 
ValueCountFrequency (%) 
11.571 92 0.1%
 
11.55 1 < 0.1%
 
11.5 2 < 0.1%
 
11.49 1 < 0.1%
 
11.4 4 < 0.1%
 

h1_diasbp_invasive_max
Real number (ℝ≥0)

MISSING
Distinct count104
Unique (%)0.1%
Missing74928
Missing (%)81.7%
Infinite0
Infinite (%)0.0%
Mean67.97033065236819
Minimum33.0
Maximum135.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum33
5-th percentile45
Q157
median66
Q377
95-th percentile97
Maximum135
Range102
Interquartile range (IQR)20

Descriptive statistics

Standard deviation16.26458652
Coefficient of variation (CV)0.2392895012
Kurtosis1.640790233
Mean67.97033065
Median Absolute Deviation (MAD)12.44379028
Skewness0.8676322322
Sum1140882
Variance264.5367746
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
62 552 0.6%
 
60 547 0.6%
 
64 522 0.6%
 
66 512 0.6%
 
68 495 0.5%
 
58 487 0.5%
 
70 473 0.5%
 
74 456 0.5%
 
61 430 0.5%
 
72 424 0.5%
 
Other values (93) 11887 13.0%
 
(Missing) 74928 81.7%
 
ValueCountFrequency (%) 
33 109 0.1%
 
34 20 < 0.1%
 
35 22 < 0.1%
 
36 32 < 0.1%
 
37 27 < 0.1%
 
ValueCountFrequency (%) 
135 85 0.1%
 
134 3 < 0.1%
 
133 1 < 0.1%
 
132 3 < 0.1%
 
131 8 < 0.1%
 

h1_diasbp_invasive_min
Real number (ℝ≥0)

MISSING
Distinct count87
Unique (%)0.1%
Missing74928
Missing (%)81.7%
Infinite0
Infinite (%)0.0%
Mean56.14292523086089
Minimum19.0
Maximum104.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum19
5-th percentile35
Q146
median55
Q365
95-th percentile81
Maximum104
Range85
Interquartile range (IQR)19

Descriptive statistics

Standard deviation14.14271305
Coefficient of variation (CV)0.2519055249
Kurtosis0.4809690116
Mean56.14292523
Median Absolute Deviation (MAD)11.0728354
Skewness0.4378501554
Sum942359
Variance200.0163324
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
50 617 0.7%
 
52 591 0.6%
 
54 589 0.6%
 
48 564 0.6%
 
58 555 0.6%
 
56 534 0.6%
 
46 520 0.6%
 
60 468 0.5%
 
62 468 0.5%
 
55 455 0.5%
 
Other values (76) 11424 12.5%
 
(Missing) 74928 81.7%
 
ValueCountFrequency (%) 
19 104 0.1%
 
20 8 < 0.1%
 
21 11 < 0.1%
 
22 7 < 0.1%
 
23 12 < 0.1%
 
ValueCountFrequency (%) 
104 72 0.1%
 
103 4 < 0.1%
 
102 11 < 0.1%
 
101 7 < 0.1%
 
100 17 < 0.1%
 

h1_diasbp_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count108
Unique (%)0.1%
Missing3619
Missing (%)3.9%
Infinite0
Infinite (%)0.0%
Mean75.35450768497287
Minimum37.0
Maximum143.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum37
5-th percentile49
Q162
median74
Q386
95-th percentile108
Maximum143
Range106
Interquartile range (IQR)24

Descriptive statistics

Standard deviation18.40918965
Coefficient of variation (CV)0.244301107
Kurtosis0.7934967853
Mean75.35450768
Median Absolute Deviation (MAD)14.43999643
Skewness0.6922107437
Sum6638280
Variance338.8982635
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
68 2132 2.3%
 
74 2123 2.3%
 
70 2096 2.3%
 
72 2036 2.2%
 
66 2016 2.2%
 
65 1963 2.1%
 
67 1928 2.1%
 
62 1919 2.1%
 
64 1914 2.1%
 
71 1903 2.1%
 
Other values (97) 68064 74.2%
 
(Missing) 3619 3.9%
 
ValueCountFrequency (%) 
37 522 0.6%
 
38 138 0.2%
 
39 132 0.1%
 
40 177 0.2%
 
41 229 0.2%
 
ValueCountFrequency (%) 
143 419 0.5%
 
142 28 < 0.1%
 
141 29 < 0.1%
 
140 29 < 0.1%
 
139 35 < 0.1%
 

h1_diasbp_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count93
Unique (%)0.1%
Missing3619
Missing (%)3.9%
Infinite0
Infinite (%)0.0%
Mean62.838150157786
Minimum22.0
Maximum113.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum22
5-th percentile38
Q152
median62
Q373
95-th percentile91
Maximum113
Range91
Interquartile range (IQR)21

Descriptive statistics

Standard deviation16.36322898
Coefficient of variation (CV)0.2604027798
Kurtosis0.1057533613
Mean62.83815016
Median Absolute Deviation (MAD)12.97901138
Skewness0.3003634209
Sum5535664
Variance267.7552626
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
58 2404 2.6%
 
60 2401 2.6%
 
55 2319 2.5%
 
56 2296 2.5%
 
59 2240 2.4%
 
62 2205 2.4%
 
57 2166 2.4%
 
63 2122 2.3%
 
65 2107 2.3%
 
61 2077 2.3%
 
Other values (82) 65757 71.7%
 
(Missing) 3619 3.9%
 
ValueCountFrequency (%) 
22 495 0.5%
 
23 70 0.1%
 
24 78 0.1%
 
25 96 0.1%
 
26 118 0.1%
 
ValueCountFrequency (%) 
113 453 0.5%
 
112 55 0.1%
 
111 59 0.1%
 
110 77 0.1%
 
109 57 0.1%
 

h1_diasbp_noninvasive_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count109
Unique (%)0.1%
Missing7350
Missing (%)8.0%
Infinite0
Infinite (%)0.0%
Mean75.80593388096678
Minimum37.0
Maximum144.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum37
5-th percentile49
Q163
median74
Q387
95-th percentile109
Maximum144
Range107
Interquartile range (IQR)24

Descriptive statistics

Standard deviation18.48182555
Coefficient of variation (CV)0.2438044702
Kurtosis0.7981922311
Mean75.80593388
Median Absolute Deviation (MAD)14.49031205
Skewness0.6837496881
Sum6395216
Variance341.5778757
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
74 2021 2.2%
 
68 2009 2.2%
 
70 1981 2.2%
 
72 1922 2.1%
 
65 1872 2.0%
 
66 1863 2.0%
 
67 1843 2.0%
 
71 1833 2.0%
 
73 1807 2.0%
 
75 1804 2.0%
 
Other values (98) 65408 71.3%
 
(Missing) 7350 8.0%
 
ValueCountFrequency (%) 
37 484 0.5%
 
38 126 0.1%
 
39 130 0.1%
 
40 155 0.2%
 
41 219 0.2%
 
ValueCountFrequency (%) 
144 381 0.4%
 
143 35 < 0.1%
 
142 28 < 0.1%
 
141 29 < 0.1%
 
140 29 < 0.1%
 

h1_diasbp_noninvasive_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count94
Unique (%)0.1%
Missing7350
Missing (%)8.0%
Infinite0
Infinite (%)0.0%
Mean63.270616265424415
Minimum22.0
Maximum114.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum22
5-th percentile38
Q152
median62
Q374
95-th percentile92
Maximum114
Range92
Interquartile range (IQR)22

Descriptive statistics

Standard deviation16.42206347
Coefficient of variation (CV)0.2595527662
Kurtosis0.1202392398
Mean63.27061627
Median Absolute Deviation (MAD)13.01760832
Skewness0.2816477383
Sum5337699
Variance269.6841686
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
60 2291 2.5%
 
58 2265 2.5%
 
55 2209 2.4%
 
56 2175 2.4%
 
59 2169 2.4%
 
62 2102 2.3%
 
57 2085 2.3%
 
65 2053 2.2%
 
63 2029 2.2%
 
61 2012 2.2%
 
Other values (83) 62973 68.7%
 
(Missing) 7350 8.0%
 
ValueCountFrequency (%) 
22 482 0.5%
 
23 69 0.1%
 
24 72 0.1%
 
25 95 0.1%
 
26 115 0.1%
 
ValueCountFrequency (%) 
114 409 0.4%
 
113 38 < 0.1%
 
112 56 0.1%
 
111 59 0.1%
 
110 76 0.1%
 

h1_glucose_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count602
Unique (%)0.7%
Missing52614
Missing (%)57.4%
Infinite0
Infinite (%)0.0%
Mean167.98511701066522
Minimum59.0
Maximum695.045
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum59
5-th percentile83
Q1111
median140
Q3189
95-th percentile360
Maximum695.045
Range636.045
Interquartile range (IQR)78

Descriptive statistics

Standard deviation94.72185639
Coefficient of variation (CV)0.5638705266
Kurtosis8.053787594
Mean167.985117
Median Absolute Deviation (MAD)63.90927824
Skewness2.490068285
Sum6568050.09
Variance8972.230078
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
119 385 0.4%
 
113 374 0.4%
 
132 368 0.4%
 
105 367 0.4%
 
127 366 0.4%
 
116 361 0.4%
 
107 358 0.4%
 
108 356 0.4%
 
120 355 0.4%
 
117 353 0.4%
 
Other values (591) 35456 38.7%
 
(Missing) 52614 57.4%
 
ValueCountFrequency (%) 
59 218 0.2%
 
60 19 < 0.1%
 
61 17 < 0.1%
 
62 24 < 0.1%
 
63 35 < 0.1%
 
ValueCountFrequency (%) 
695.045 202 0.2%
 
695 1 < 0.1%
 
694 1 < 0.1%
 
693 2 < 0.1%
 
689 2 < 0.1%
 

h1_glucose_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count589
Unique (%)0.6%
Missing52614
Missing (%)57.4%
Infinite0
Infinite (%)0.0%
Mean159.22274226962327
Minimum42.0
Maximum670.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum42
5-th percentile78
Q1106
median134
Q3179
95-th percentile337
Maximum670
Range628
Interquartile range (IQR)73

Descriptive statistics

Standard deviation89.15745479
Coefficient of variation (CV)0.5599542724
Kurtosis8.505187815
Mean159.2227423
Median Absolute Deviation (MAD)60.00798046
Skewness2.503275156
Sum6225450
Variance7949.051745
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
119 412 0.4%
 
105 402 0.4%
 
108 402 0.4%
 
113 389 0.4%
 
116 381 0.4%
 
124 378 0.4%
 
107 376 0.4%
 
110 370 0.4%
 
112 370 0.4%
 
117 369 0.4%
 
Other values (578) 35250 38.4%
 
(Missing) 52614 57.4%
 
ValueCountFrequency (%) 
42 205 0.2%
 
43 13 < 0.1%
 
44 5 < 0.1%
 
45 18 < 0.1%
 
46 28 < 0.1%
 
ValueCountFrequency (%) 
670 204 0.2%
 
666 1 < 0.1%
 
665 1 < 0.1%
 
664 3 < 0.1%
 
662 1 < 0.1%
 

h1_hco3_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count215
Unique (%)0.2%
Missing76094
Missing (%)83.0%
Infinite0
Infinite (%)0.0%
Mean22.496696331391252
Minimum6.0
Maximum39.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum6
5-th percentile13
Q120
median23
Q325.1
95-th percentile30
Maximum39
Range33
Interquartile range (IQR)5.1

Descriptive statistics

Standard deviation5.206055001
Coefficient of variation (CV)0.2314142008
Kurtosis1.381685644
Mean22.49669633
Median Absolute Deviation (MAD)3.82584953
Skewness-0.4583922057
Sum351375.9
Variance27.10300868
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
23 1623 1.8%
 
24 1593 1.7%
 
22 1460 1.6%
 
25 1324 1.4%
 
21 1128 1.2%
 
26 1044 1.1%
 
20 910 1.0%
 
27 810 0.9%
 
19 693 0.8%
 
28 595 0.6%
 
Other values (204) 4439 4.8%
 
(Missing) 76094 83.0%
 
ValueCountFrequency (%) 
6 161 0.2%
 
6.9 2 < 0.1%
 
7 76 0.1%
 
7.9 1 < 0.1%
 
8 65 0.1%
 
ValueCountFrequency (%) 
39 66 0.1%
 
38.1 1 < 0.1%
 
38 22 < 0.1%
 
37.8 1 < 0.1%
 
37.6 2 < 0.1%
 

h1_hco3_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count199
Unique (%)0.2%
Missing76094
Missing (%)83.0%
Infinite0
Infinite (%)0.0%
Mean22.421697932005888
Minimum6.0
Maximum39.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum6
5-th percentile13
Q120
median23
Q325
95-th percentile30
Maximum39
Range33
Interquartile range (IQR)5

Descriptive statistics

Standard deviation5.207136742
Coefficient of variation (CV)0.232236504
Kurtosis1.370478353
Mean22.42169793
Median Absolute Deviation (MAD)3.826647712
Skewness-0.4502400405
Sum350204.5
Variance27.11427305
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
23 1658 1.8%
 
24 1593 1.7%
 
22 1477 1.6%
 
25 1328 1.4%
 
21 1156 1.3%
 
26 1046 1.1%
 
20 924 1.0%
 
27 805 0.9%
 
19 705 0.8%
 
28 595 0.6%
 
Other values (188) 4332 4.7%
 
(Missing) 76094 83.0%
 
ValueCountFrequency (%) 
6 163 0.2%
 
6.7 1 < 0.1%
 
6.9 2 < 0.1%
 
7 75 0.1%
 
7.9 1 < 0.1%
 
ValueCountFrequency (%) 
39 63 0.1%
 
38.1 1 < 0.1%
 
38 24 < 0.1%
 
37.8 1 < 0.1%
 
37.6 1 < 0.1%
 

h1_heartrate_max
Real number (ℝ≥0)

MISSING
Distinct count120
Unique (%)0.1%
Missing2790
Missing (%)3.0%
Infinite0
Infinite (%)0.0%
Mean92.22919829515423
Minimum46.0
Maximum164.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum46
5-th percentile60
Q177
median90
Q3106
95-th percentile132
Maximum164
Range118
Interquartile range (IQR)29

Descriptive statistics

Standard deviation21.8237035
Coefficient of variation (CV)0.2366246688
Kurtosis0.2563269966
Mean92.2291983
Median Absolute Deviation (MAD)17.34351025
Skewness0.5611341864
Sum8201297
Variance476.2740347
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
80 2305 2.5%
 
90 1929 2.1%
 
88 1895 2.1%
 
86 1876 2.0%
 
84 1851 2.0%
 
82 1850 2.0%
 
92 1787 1.9%
 
96 1749 1.9%
 
94 1640 1.8%
 
76 1635 1.8%
 
Other values (109) 70406 76.8%
 
(Missing) 2790 3.0%
 
ValueCountFrequency (%) 
46 557 0.6%
 
47 76 0.1%
 
48 92 0.1%
 
49 90 0.1%
 
50 164 0.2%
 
ValueCountFrequency (%) 
164 409 0.4%
 
163 37 < 0.1%
 
162 46 0.1%
 
161 40 < 0.1%
 
160 58 0.1%
 

h1_heartrate_min
Real number (ℝ≥0)

MISSING
Distinct count110
Unique (%)0.1%
Missing2790
Missing (%)3.0%
Infinite0
Infinite (%)0.0%
Mean83.6637202973359
Minimum36.0
Maximum144.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum36
5-th percentile54
Q169
median82
Q397
95-th percentile120
Maximum144
Range108
Interquartile range (IQR)28

Descriptive statistics

Standard deviation20.27986895
Coefficient of variation (CV)0.2423974081
Kurtosis-0.02527833474
Mean83.6637203
Median Absolute Deviation (MAD)16.25332638
Skewness0.3905523937
Sum7439629
Variance411.2730846
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
80 2485 2.7%
 
70 2127 2.3%
 
84 1914 2.1%
 
74 1882 2.1%
 
78 1875 2.0%
 
82 1874 2.0%
 
76 1823 2.0%
 
72 1819 2.0%
 
90 1801 2.0%
 
60 1795 2.0%
 
Other values (99) 69528 75.8%
 
(Missing) 2790 3.0%
 
ValueCountFrequency (%) 
36 571 0.6%
 
37 58 0.1%
 
38 72 0.1%
 
39 60 0.1%
 
40 103 0.1%
 
ValueCountFrequency (%) 
144 456 0.5%
 
143 41 < 0.1%
 
142 61 0.1%
 
141 51 0.1%
 
140 101 0.1%
 

h1_hemaglobin_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count125
Unique (%)0.1%
Missing73123
Missing (%)79.7%
Infinite0
Infinite (%)0.0%
Mean11.18666487358795
Minimum5.1
Maximum17.4
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum5.1
5-th percentile7.4
Q19.5
median11.1
Q312.8
95-th percentile15.2
Maximum17.4
Range12.3
Interquartile range (IQR)3.3

Descriptive statistics

Standard deviation2.372243926
Coefficient of variation (CV)0.2120599797
Kurtosis-0.282014667
Mean11.18666487
Median Absolute Deviation (MAD)1.915597266
Skewness0.06709570607
Sum207960.1
Variance5.627541246
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10.9 359 0.4%
 
11.2 336 0.4%
 
10.5 327 0.4%
 
10.2 320 0.3%
 
11.6 315 0.3%
 
9.9 313 0.3%
 
11.4 310 0.3%
 
10.6 309 0.3%
 
10.7 307 0.3%
 
11.3 300 0.3%
 
Other values (114) 15394 16.8%
 
(Missing) 73123 79.7%
 
ValueCountFrequency (%) 
5.1 107 0.1%
 
5.2 9 < 0.1%
 
5.3 8 < 0.1%
 
5.4 18 < 0.1%
 
5.5 13 < 0.1%
 
ValueCountFrequency (%) 
17.4 89 0.1%
 
17.3 13 < 0.1%
 
17.2 16 < 0.1%
 
17.1 20 < 0.1%
 
17 19 < 0.1%
 

h1_hemaglobin_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count125
Unique (%)0.1%
Missing73123
Missing (%)79.7%
Infinite0
Infinite (%)0.0%
Mean11.038961807423346
Minimum5.0
Maximum17.3
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum5
5-th percentile7.2
Q19.3
median11
Q312.7
95-th percentile15.1
Maximum17.3
Range12.3
Interquartile range (IQR)3.4

Descriptive statistics

Standard deviation2.409133306
Coefficient of variation (CV)0.2182391196
Kurtosis-0.3488605423
Mean11.03896181
Median Absolute Deviation (MAD)1.955644443
Skewness0.08711972316
Sum205214.3
Variance5.803923286
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
11.2 358 0.4%
 
10.2 342 0.4%
 
8.8 340 0.4%
 
9.9 337 0.4%
 
10.9 324 0.4%
 
10.5 321 0.4%
 
11.6 311 0.3%
 
9.5 305 0.3%
 
9.2 297 0.3%
 
10.7 291 0.3%
 
Other values (114) 15364 16.8%
 
(Missing) 73123 79.7%
 
ValueCountFrequency (%) 
5 114 0.1%
 
5.1 11 < 0.1%
 
5.2 10 < 0.1%
 
5.3 7 < 0.1%
 
5.4 25 < 0.1%
 
ValueCountFrequency (%) 
17.3 88 0.1%
 
17.2 15 < 0.1%
 
17.1 19 < 0.1%
 
17 18 < 0.1%
 
16.9 14 < 0.1%
 

h1_hematocrit_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count359
Unique (%)0.4%
Missing73420
Missing (%)80.1%
Infinite0
Infinite (%)0.0%
Mean33.67367298966818
Minimum16.0
Maximum51.7
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum16
5-th percentile22.6
Q128.9
median33.5
Q338.4
95-th percentile45
Maximum51.7
Range35.7
Interquartile range (IQR)9.5

Descriptive statistics

Standard deviation6.840011132
Coefficient of variation (CV)0.2031263752
Kurtosis-0.2563013973
Mean33.67367299
Median Absolute Deviation (MAD)5.518721453
Skewness0.04024530513
Sum615992.5
Variance46.78575229
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
33 201 0.2%
 
32 193 0.2%
 
31 180 0.2%
 
34 163 0.2%
 
35 161 0.2%
 
30 160 0.2%
 
36 151 0.2%
 
37 148 0.2%
 
29 143 0.2%
 
26 141 0.2%
 
Other values (348) 16652 18.2%
 
(Missing) 73420 80.1%
 
ValueCountFrequency (%) 
16 97 0.1%
 
16.1 8 < 0.1%
 
16.2 2 < 0.1%
 
16.3 2 < 0.1%
 
16.4 7 < 0.1%
 
ValueCountFrequency (%) 
51.7 90 0.1%
 
51.6 4 < 0.1%
 
51.5 6 < 0.1%
 
51.4 3 < 0.1%
 
51.3 8 < 0.1%
 

h1_hematocrit_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count362
Unique (%)0.4%
Missing73420
Missing (%)80.1%
Infinite0
Infinite (%)0.0%
Mean33.22315639862243
Minimum15.5
Maximum51.5
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum15.5
5-th percentile22
Q128.1
median33
Q338.1
95-th percentile44.9
Maximum51.5
Range36
Interquartile range (IQR)10

Descriptive statistics

Standard deviation7.029451923
Coefficient of variation (CV)0.2115829044
Kurtosis-0.3551831809
Mean33.2231564
Median Absolute Deviation (MAD)5.713138794
Skewness0.05257269238
Sum607751.2
Variance49.41319434
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
26 251 0.3%
 
33 218 0.2%
 
31 211 0.2%
 
28 203 0.2%
 
29 197 0.2%
 
32 195 0.2%
 
30 189 0.2%
 
34 183 0.2%
 
27 180 0.2%
 
36 156 0.2%
 
Other values (351) 16310 17.8%
 
(Missing) 73420 80.1%
 
ValueCountFrequency (%) 
15.5 100 0.1%
 
15.6 4 < 0.1%
 
15.7 2 < 0.1%
 
15.8 1 < 0.1%
 
15.9 3 < 0.1%
 
ValueCountFrequency (%) 
51.5 91 0.1%
 
51.4 3 < 0.1%
 
51.3 7 < 0.1%
 
51.2 6 < 0.1%
 
51.1 4 < 0.1%
 

h1_inr_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count482
Unique (%)0.5%
Missing57941
Missing (%)63.2%
Infinite0
Infinite (%)0.0%
Mean1.596476252516878
Minimum0.9
Maximum7.756
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1
Q11.1
median1.3
Q31.6
95-th percentile3.3945
Maximum7.756
Range6.856
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.9558429006
Coefficient of variation (CV)0.5987204001
Kurtosis15.92663128
Mean1.596476253
Median Absolute Deviation (MAD)0.568517684
Skewness3.604282654
Sum53916.196
Variance0.9136356506
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.1 4782 5.2%
 
1.2 4100 4.5%
 
1 3209 3.5%
 
1.3 2787 3.0%
 
1.4 2260 2.5%
 
1.5 1437 1.6%
 
1.6 1109 1.2%
 
1.7 788 0.9%
 
1.8 656 0.7%
 
0.9 515 0.6%
 
Other values (471) 12129 13.2%
 
(Missing) 57941 63.2%
 
ValueCountFrequency (%) 
0.9 515 0.6%
 
0.91 8 < 0.1%
 
0.92 22 < 0.1%
 
0.93 20 < 0.1%
 
0.94 22 < 0.1%
 
ValueCountFrequency (%) 
7.756 186 0.2%
 
7.7 7 < 0.1%
 
7.69 1 < 0.1%
 
7.64 1 < 0.1%
 
7.63 1 < 0.1%
 

h1_inr_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count394
Unique (%)0.4%
Missing57941
Missing (%)63.2%
Infinite0
Infinite (%)0.0%
Mean1.4829792727703424
Minimum0.9
Maximum6.127000000000001
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1
Q11.1
median1.21
Q31.5
95-th percentile2.9
Maximum6.127
Range5.227
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.7485569414
Coefficient of variation (CV)0.5047656128
Kurtosis14.19911458
Mean1.482979273
Median Absolute Deviation (MAD)0.4524559393
Skewness3.410945886
Sum50083.176
Variance0.5603374946
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.1 5250 5.7%
 
1.2 4230 4.6%
 
1 3793 4.1%
 
1.3 2837 3.1%
 
1.4 2203 2.4%
 
1.5 1319 1.4%
 
1.6 1013 1.1%
 
1.7 705 0.8%
 
0.9 661 0.7%
 
1.8 571 0.6%
 
Other values (383) 11190 12.2%
 
(Missing) 57941 63.2%
 
ValueCountFrequency (%) 
0.9 661 0.7%
 
0.91 8 < 0.1%
 
0.92 25 < 0.1%
 
0.93 21 < 0.1%
 
0.94 24 < 0.1%
 
ValueCountFrequency (%) 
6.127 188 0.2%
 
6.1 10 < 0.1%
 
6.09 1 < 0.1%
 
6.05 1 < 0.1%
 
6 12 < 0.1%
 

h1_lactate_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count548
Unique (%)0.6%
Missing84369
Missing (%)92.0%
Infinite0
Infinite (%)0.0%
Mean3.068860294117647
Minimum0.4
Maximum18.1
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.4
5-th percentile0.7
Q11.3
median2.05
Q33.6
95-th percentile9.2985
Maximum18.1
Range17.7
Interquartile range (IQR)2.3

Descriptive statistics

Standard deviation2.926545321
Coefficient of variation (CV)0.9536261153
Kurtosis7.093361184
Mean3.068860294
Median Absolute Deviation (MAD)1.991816499
Skewness2.464702558
Sum22537.71
Variance8.564667515
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 275 0.3%
 
1.2 266 0.3%
 
1.1 251 0.3%
 
1.3 238 0.3%
 
0.9 232 0.3%
 
1.4 231 0.3%
 
1.6 230 0.3%
 
1.5 218 0.2%
 
1.7 211 0.2%
 
1.9 204 0.2%
 
Other values (537) 4988 5.4%
 
(Missing) 84369 92.0%
 
ValueCountFrequency (%) 
0.4 48 0.1%
 
0.45 1 < 0.1%
 
0.5 57 0.1%
 
0.52 2 < 0.1%
 
0.56 2 < 0.1%
 
ValueCountFrequency (%) 
18.1 40 < 0.1%
 
18 1 < 0.1%
 
17.9 1 < 0.1%
 
17.4 2 < 0.1%
 
17.3 1 < 0.1%
 

h1_lactate_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count537
Unique (%)0.6%
Missing84369
Missing (%)92.0%
Infinite0
Infinite (%)0.0%
Mean3.0215426879084966
Minimum0.4
Maximum18.0195
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.4
5-th percentile0.7
Q11.3
median2
Q33.6
95-th percentile9.1
Maximum18.0195
Range17.6195
Interquartile range (IQR)2.3

Descriptive statistics

Standard deviation2.884302645
Coefficient of variation (CV)0.954579479
Kurtosis7.391331003
Mean3.021542688
Median Absolute Deviation (MAD)1.956301306
Skewness2.503304989
Sum22190.2095
Variance8.319201748
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 279 0.3%
 
1.2 269 0.3%
 
1.1 257 0.3%
 
1.3 240 0.3%
 
0.9 240 0.3%
 
1.4 235 0.3%
 
1.6 229 0.2%
 
1.5 221 0.2%
 
1.7 218 0.2%
 
0.8 213 0.2%
 
Other values (526) 4943 5.4%
 
(Missing) 84369 92.0%
 
ValueCountFrequency (%) 
0.4 47 0.1%
 
0.45 1 < 0.1%
 
0.5 62 0.1%
 
0.52 2 < 0.1%
 
0.56 2 < 0.1%
 
ValueCountFrequency (%) 
18.0195 41 < 0.1%
 
18 1 < 0.1%
 
17.9 1 < 0.1%
 
17.4 1 < 0.1%
 
17.3 1 < 0.1%
 

h1_mbp_invasive_max
Real number (ℝ≥0)

MISSING
Distinct count248
Unique (%)0.3%
Missing74844
Missing (%)81.6%
Infinite0
Infinite (%)0.0%
Mean94.88363269903373
Minimum35.625
Maximum293.375
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum35.625
5-th percentile64
Q178
median90
Q3104
95-th percentile133
Maximum293.375
Range257.75
Interquartile range (IQR)26

Descriptive statistics

Standard deviation30.81419759
Coefficient of variation (CV)0.3247577766
Kurtosis16.69138772
Mean94.8836327
Median Absolute Deviation (MAD)18.72770187
Skewness3.311216788
Sum1600592
Variance949.5147733
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
94 418 0.5%
 
80 414 0.5%
 
88 411 0.4%
 
82 409 0.4%
 
90 409 0.4%
 
84 405 0.4%
 
92 388 0.4%
 
86 387 0.4%
 
96 359 0.4%
 
83 358 0.4%
 
Other values (237) 12911 14.1%
 
(Missing) 74844 81.6%
 
ValueCountFrequency (%) 
35.625 84 0.1%
 
37 1 < 0.1%
 
38 3 < 0.1%
 
40 6 < 0.1%
 
41 3 < 0.1%
 
ValueCountFrequency (%) 
293.375 84 0.1%
 
293 2 < 0.1%
 
292 3 < 0.1%
 
291 2 < 0.1%
 
290 6 < 0.1%
 

h1_mbp_invasive_min
Real number (ℝ≥0)

MISSING
Distinct count134
Unique (%)0.1%
Missing74844
Missing (%)81.6%
Infinite0
Infinite (%)0.0%
Mean75.9711304760211
Minimum8.0
Maximum140.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum8
5-th percentile49
Q163
median74
Q388
95-th percentile108
Maximum140
Range132
Interquartile range (IQR)25

Descriptive statistics

Standard deviation19.2250518
Coefficient of variation (CV)0.2530573348
Kurtosis1.143982539
Mean75.97113048
Median Absolute Deviation (MAD)14.86545939
Skewness0.131195239
Sum1281557
Variance369.6026168
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
66 461 0.5%
 
70 436 0.5%
 
64 419 0.5%
 
74 410 0.4%
 
72 407 0.4%
 
62 391 0.4%
 
68 390 0.4%
 
76 382 0.4%
 
80 369 0.4%
 
60 367 0.4%
 
Other values (123) 12837 14.0%
 
(Missing) 74844 81.6%
 
ValueCountFrequency (%) 
8 97 0.1%
 
9 6 < 0.1%
 
10 11 < 0.1%
 
11 8 < 0.1%
 
12 1 < 0.1%
 
ValueCountFrequency (%) 
140 77 0.1%
 
139 5 < 0.1%
 
138 6 < 0.1%
 
137 6 < 0.1%
 
136 5 < 0.1%
 

h1_mbp_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count118
Unique (%)0.1%
Missing4639
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean91.61294990467879
Minimum49.0
Maximum165.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum49
5-th percentile62
Q177
median90
Q3104
95-th percentile129
Maximum165
Range116
Interquartile range (IQR)27

Descriptive statistics

Standard deviation20.53317361
Coefficient of variation (CV)0.2241295978
Kurtosis0.6713264516
Mean91.6129499
Median Absolute Deviation (MAD)16.10701387
Skewness0.6739953056
Sum7977106
Variance421.6112186
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
88 1859 2.0%
 
86 1789 2.0%
 
85 1785 1.9%
 
87 1758 1.9%
 
90 1753 1.9%
 
92 1750 1.9%
 
84 1747 1.9%
 
83 1731 1.9%
 
80 1731 1.9%
 
78 1726 1.9%
 
Other values (107) 69445 75.7%
 
(Missing) 4639 5.1%
 
ValueCountFrequency (%) 
49 499 0.5%
 
50 106 0.1%
 
51 110 0.1%
 
52 153 0.2%
 
53 165 0.2%
 
ValueCountFrequency (%) 
165 448 0.5%
 
164 21 < 0.1%
 
163 34 < 0.1%
 
162 22 < 0.1%
 
161 35 < 0.1%
 

h1_mbp_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count108
Unique (%)0.1%
Missing4639
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean79.4000275627627
Minimum32.0
Maximum138.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum32
5-th percentile50
Q166
median78
Q392
95-th percentile113
Maximum138
Range106
Interquartile range (IQR)26

Descriptive statistics

Standard deviation19.13058986
Coefficient of variation (CV)0.2409393352
Kurtosis0.1138629957
Mean79.40002756
Median Absolute Deviation (MAD)15.18675292
Skewness0.3159499871
Sum6913678
Variance365.9794683
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
80 1976 2.2%
 
74 1945 2.1%
 
73 1882 2.1%
 
78 1856 2.0%
 
76 1855 2.0%
 
79 1836 2.0%
 
70 1822 2.0%
 
77 1783 1.9%
 
81 1781 1.9%
 
75 1768 1.9%
 
Other values (97) 68570 74.8%
 
(Missing) 4639 5.1%
 
ValueCountFrequency (%) 
32 484 0.5%
 
33 55 0.1%
 
34 75 0.1%
 
35 66 0.1%
 
36 101 0.1%
 
ValueCountFrequency (%) 
138 464 0.5%
 
137 46 0.1%
 
136 54 0.1%
 
135 65 0.1%
 
134 56 0.1%
 

h1_mbp_noninvasive_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count116
Unique (%)0.1%
Missing9084
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean91.59412554914134
Minimum49.0
Maximum163.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum49
5-th percentile62
Q177
median90
Q3104
95-th percentile129
Maximum163
Range114
Interquartile range (IQR)27

Descriptive statistics

Standard deviation20.55201822
Coefficient of variation (CV)0.224381401
Kurtosis0.5113522372
Mean91.59412555
Median Absolute Deviation (MAD)16.18880121
Skewness0.629431384
Sum7568331
Variance422.3854527
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
88 1740 1.9%
 
85 1707 1.9%
 
86 1670 1.8%
 
87 1664 1.8%
 
79 1647 1.8%
 
83 1630 1.8%
 
93 1627 1.8%
 
92 1627 1.8%
 
91 1624 1.8%
 
89 1623 1.8%
 
Other values (105) 66070 72.0%
 
(Missing) 9084 9.9%
 
ValueCountFrequency (%) 
49 501 0.5%
 
50 100 0.1%
 
51 112 0.1%
 
52 147 0.2%
 
53 163 0.2%
 
ValueCountFrequency (%) 
163 399 0.4%
 
162 22 < 0.1%
 
161 36 < 0.1%
 
160 26 < 0.1%
 
159 35 < 0.1%
 

h1_mbp_noninvasive_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count108
Unique (%)0.1%
Missing9084
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean79.70931513149137
Minimum32.0
Maximum138.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum32
5-th percentile50
Q166
median79
Q392
95-th percentile113
Maximum138
Range106
Interquartile range (IQR)26

Descriptive statistics

Standard deviation19.23650681
Coefficient of variation (CV)0.2413332341
Kurtosis0.09964788634
Mean79.70931513
Median Absolute Deviation (MAD)15.26389577
Skewness0.2963028368
Sum6586301
Variance370.0431941
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
80 1864 2.0%
 
74 1791 2.0%
 
73 1786 1.9%
 
79 1750 1.9%
 
78 1740 1.9%
 
76 1727 1.9%
 
77 1724 1.9%
 
81 1715 1.9%
 
75 1709 1.9%
 
71 1670 1.8%
 
Other values (97) 65153 71.0%
 
(Missing) 9084 9.9%
 
ValueCountFrequency (%) 
32 463 0.5%
 
33 52 0.1%
 
34 75 0.1%
 
35 65 0.1%
 
36 99 0.1%
 
ValueCountFrequency (%) 
138 457 0.5%
 
137 45 < 0.1%
 
136 54 0.1%
 
135 65 0.1%
 
134 56 0.1%
 

h1_pao2fio2ratio_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count3143
Unique (%)3.4%
Missing80195
Missing (%)87.4%
Infinite0
Infinite (%)0.0%
Mean244.40498172767062
Minimum42.0
Maximum720.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum42
5-th percentile71
Q1142
median223.3333333
Q3328
95-th percentile481.815
Maximum720
Range678
Interquartile range (IQR)186

Descriptive statistics

Standard deviation129.9643078
Coefficient of variation (CV)0.5317580146
Kurtosis0.3432705106
Mean244.4049817
Median Absolute Deviation (MAD)105.5393833
Skewness0.7617224784
Sum2815056.58
Variance16890.72131
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
200 57 0.1%
 
720 57 0.1%
 
160 54 0.1%
 
180 52 0.1%
 
190 52 0.1%
 
250 51 0.1%
 
42 48 0.1%
 
150 46 0.1%
 
220 45 < 0.1%
 
260 45 < 0.1%
 
Other values (3132) 11011 12.0%
 
(Missing) 80195 87.4%
 
ValueCountFrequency (%) 
42 48 0.1%
 
42.22222222 1 < 0.1%
 
42.6 1 < 0.1%
 
43 5 < 0.1%
 
43.1 1 < 0.1%
 
ValueCountFrequency (%) 
720 57 0.1%
 
718.3333333 1 < 0.1%
 
714 2 < 0.1%
 
713.8888889 1 < 0.1%
 
712 1 < 0.1%
 

h1_pao2fio2ratio_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count3123
Unique (%)3.4%
Missing80195
Missing (%)87.4%
Infinite0
Infinite (%)0.0%
Mean235.93305011669992
Minimum38.0
Maximum654.8137931
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum38
5-th percentile68
Q1136
median214
Q3317.475
95-th percentile471.4821428
Maximum654.8137931
Range616.8137931
Interquartile range (IQR)181.475

Descriptive statistics

Standard deviation126.4585069
Coefficient of variation (CV)0.5359931846
Kurtosis0.02818616545
Mean235.9330501
Median Absolute Deviation (MAD)103.3401979
Skewness0.7107040336
Sum2717476.871
Variance15991.75396
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
200 57 0.1%
 
654.8137931 55 0.1%
 
190 53 0.1%
 
180 51 0.1%
 
160 51 0.1%
 
250 50 0.1%
 
38 46 0.1%
 
150 46 0.1%
 
220 45 < 0.1%
 
120 45 < 0.1%
 
Other values (3112) 11019 12.0%
 
(Missing) 80195 87.4%
 
ValueCountFrequency (%) 
38 46 0.1%
 
38.3 1 < 0.1%
 
38.5 1 < 0.1%
 
39 4 < 0.1%
 
40 7 < 0.1%
 
ValueCountFrequency (%) 
654.8137931 55 0.1%
 
652.3809524 1 < 0.1%
 
642.8571429 2 < 0.1%
 
640 2 < 0.1%
 
638.3333333 1 < 0.1%
 

h1_platelets_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count545
Unique (%)0.6%
Missing75673
Missing (%)82.5%
Infinite0
Infinite (%)0.0%
Mean196.09600997506234
Minimum20.0
Maximum585.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum20
5-th percentile76
Q1133
median181
Q3241
95-th percentile368
Maximum585
Range565
Interquartile range (IQR)108

Descriptive statistics

Standard deviation92.64658317
Coefficient of variation (CV)0.4724552181
Kurtosis2.370949282
Mean196.09601
Median Absolute Deviation (MAD)69.62681047
Skewness1.194666834
Sum3145380
Variance8583.389372
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
175 101 0.1%
 
173 98 0.1%
 
182 96 0.1%
 
181 91 0.1%
 
144 90 0.1%
 
183 90 0.1%
 
153 90 0.1%
 
158 90 0.1%
 
147 89 0.1%
 
160 89 0.1%
 
Other values (534) 15116 16.5%
 
(Missing) 75673 82.5%
 
ValueCountFrequency (%) 
20 85 0.1%
 
21 5 < 0.1%
 
22 3 < 0.1%
 
23 5 < 0.1%
 
24 10 < 0.1%
 
ValueCountFrequency (%) 
585 83 0.1%
 
584 2 < 0.1%
 
582 1 < 0.1%
 
581 2 < 0.1%
 
579 2 < 0.1%
 

h1_platelets_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count546
Unique (%)0.6%
Missing75673
Missing (%)82.5%
Infinite0
Infinite (%)0.0%
Mean195.48154613466335
Minimum20.0
Maximum585.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum20
5-th percentile75
Q1132
median181
Q3240
95-th percentile368
Maximum585
Range565
Interquartile range (IQR)108

Descriptive statistics

Standard deviation92.77949369
Coefficient of variation (CV)0.4746202162
Kurtosis2.356715246
Mean195.4815461
Median Absolute Deviation (MAD)69.77325222
Skewness1.191725122
Sum3135524
Variance8608.03445
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
175 101 0.1%
 
173 96 0.1%
 
182 94 0.1%
 
159 93 0.1%
 
181 92 0.1%
 
144 92 0.1%
 
183 91 0.1%
 
158 90 0.1%
 
147 89 0.1%
 
123 89 0.1%
 
Other values (535) 15113 16.5%
 
(Missing) 75673 82.5%
 
ValueCountFrequency (%) 
20 87 0.1%
 
21 5 < 0.1%
 
22 4 < 0.1%
 
23 5 < 0.1%
 
24 9 < 0.1%
 
ValueCountFrequency (%) 
585 83 0.1%
 
584 2 < 0.1%
 
582 1 < 0.1%
 
581 2 < 0.1%
 
579 2 < 0.1%
 

h1_potassium_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count116
Unique (%)0.1%
Missing72102
Missing (%)78.6%
Infinite0
Infinite (%)0.0%
Mean4.20114425577482
Minimum2.5
Maximum7.2
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum2.5
5-th percentile3.1
Q13.7
median4.1
Q34.6
95-th percentile5.7
Maximum7.2
Range4.7
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation0.7632006039
Coefficient of variation (CV)0.1816649364
Kurtosis1.731126393
Mean4.201144256
Median Absolute Deviation (MAD)0.5675897281
Skewness0.9469273493
Sum82388.64
Variance0.5824751618
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4.1 1330 1.5%
 
4 1298 1.4%
 
3.9 1236 1.3%
 
3.8 1216 1.3%
 
4.2 1209 1.3%
 
4.3 1175 1.3%
 
3.7 1040 1.1%
 
4.4 974 1.1%
 
3.6 914 1.0%
 
4.5 881 1.0%
 
Other values (105) 8338 9.1%
 
(Missing) 72102 78.6%
 
ValueCountFrequency (%) 
2.5 138 0.2%
 
2.6 45 < 0.1%
 
2.7 64 0.1%
 
2.8 100 0.1%
 
2.81 1 < 0.1%
 
ValueCountFrequency (%) 
7.2 94 0.1%
 
7.1 8 < 0.1%
 
7 21 < 0.1%
 
6.9 24 < 0.1%
 
6.8 29 < 0.1%
 

h1_potassium_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count114
Unique (%)0.1%
Missing72102
Missing (%)78.6%
Infinite0
Infinite (%)0.0%
Mean4.153006475957372
Minimum2.5
Maximum7.1
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum2.5
5-th percentile3.1
Q13.7
median4.1
Q34.5
95-th percentile5.6
Maximum7.1
Range4.6
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation0.7525285521
Coefficient of variation (CV)0.1812009099
Kurtosis1.78617218
Mean4.153006476
Median Absolute Deviation (MAD)0.5602563916
Skewness0.9549754854
Sum81444.61
Variance0.5662992217
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4.1 1357 1.5%
 
3.9 1282 1.4%
 
3.8 1276 1.4%
 
4 1274 1.4%
 
4.2 1189 1.3%
 
3.7 1112 1.2%
 
4.3 1097 1.2%
 
4.4 970 1.1%
 
3.6 961 1.0%
 
3.5 875 1.0%
 
Other values (103) 8218 9.0%
 
(Missing) 72102 78.6%
 
ValueCountFrequency (%) 
2.5 149 0.2%
 
2.6 51 0.1%
 
2.7 79 0.1%
 
2.8 126 0.1%
 
2.9 193 0.2%
 
ValueCountFrequency (%) 
7.1 99 0.1%
 
7 16 < 0.1%
 
6.9 20 < 0.1%
 
6.8 26 < 0.1%
 
6.7 36 < 0.1%
 

h1_resprate_max
Real number (ℝ≥0)

MISSING
Distinct count51
Unique (%)0.1%
Missing4357
Missing (%)4.8%
Infinite0
Infinite (%)0.0%
Mean22.63361417647328
Minimum10.0
Maximum59.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum10
5-th percentile14
Q118
median21
Q326
95-th percentile37
Maximum59
Range49
Interquartile range (IQR)8

Descriptive statistics

Standard deviation7.515042786
Coefficient of variation (CV)0.332030171
Kurtosis3.791943423
Mean22.63361418
Median Absolute Deviation (MAD)5.549590505
Skewness1.526015531
Sum1977182
Variance56.47586807
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
20 7998 8.7%
 
18 7312 8.0%
 
16 5684 6.2%
 
22 5563 6.1%
 
21 5185 5.7%
 
19 5103 5.6%
 
24 4756 5.2%
 
23 4283 4.7%
 
17 4267 4.7%
 
25 3513 3.8%
 
Other values (40) 33692 36.7%
 
(Missing) 4357 4.8%
 
ValueCountFrequency (%) 
10 785 0.9%
 
11 421 0.5%
 
12 1695 1.8%
 
13 1313 1.4%
 
14 2986 3.3%
 
ValueCountFrequency (%) 
59 442 0.5%
 
58 33 < 0.1%
 
57 37 < 0.1%
 
56 41 < 0.1%
 
55 48 0.1%
 

h1_resprate_min
Real number (ℝ≥0)

MISSING
Distinct count92
Unique (%)0.1%
Missing4357
Missing (%)4.8%
Infinite0
Infinite (%)0.0%
Mean17.211525252987773
Minimum0.0
Maximum189.0
Zeros634
Zeros (%)0.7%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile10
Q114
median16
Q320
95-th percentile28
Maximum189
Range189
Interquartile range (IQR)6

Descriptive statistics

Standard deviation6.072588061
Coefficient of variation (CV)0.3528210296
Kurtosis20.96314403
Mean17.21152525
Median Absolute Deviation (MAD)4.382362595
Skewness1.880649597
Sum1503530
Variance36.87632576
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
16 9093 9.9%
 
14 7855 8.6%
 
18 7461 8.1%
 
12 6724 7.3%
 
15 6511 7.1%
 
20 5853 6.4%
 
17 5439 5.9%
 
13 4733 5.2%
 
19 4235 4.6%
 
22 3187 3.5%
 
Other values (81) 26265 28.6%
 
(Missing) 4357 4.8%
 
ValueCountFrequency (%) 
0 634 0.7%
 
1 41 < 0.1%
 
2 38 < 0.1%
 
3 58 0.1%
 
4 100 0.1%
 
ValueCountFrequency (%) 
189 1 < 0.1%
 
129 1 < 0.1%
 
127 1 < 0.1%
 
125 1 < 0.1%
 
118 1 < 0.1%
 

h1_sodium_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count100
Unique (%)0.1%
Missing72617
Missing (%)79.2%
Infinite0
Infinite (%)0.0%
Mean138.2396103896104
Minimum114.0
Maximum157.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum114
5-th percentile129
Q1136
median139
Q3141
95-th percentile146
Maximum157
Range43
Interquartile range (IQR)5

Descriptive statistics

Standard deviation5.745875435
Coefficient of variation (CV)0.04156460958
Kurtosis3.31417573
Mean138.2396104
Median Absolute Deviation (MAD)4.081256563
Skewness-0.8776372712
Sum2639823.6
Variance33.01508451
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
139 1808 2.0%
 
140 1790 2.0%
 
138 1757 1.9%
 
141 1646 1.8%
 
137 1475 1.6%
 
142 1312 1.4%
 
136 1261 1.4%
 
143 1035 1.1%
 
135 1000 1.1%
 
134 818 0.9%
 
Other values (89) 5194 5.7%
 
(Missing) 72617 79.2%
 
ValueCountFrequency (%) 
114 135 0.1%
 
115 14 < 0.1%
 
116 30 < 0.1%
 
117 38 < 0.1%
 
118 26 < 0.1%
 
ValueCountFrequency (%) 
157 81 0.1%
 
156 19 < 0.1%
 
155 21 < 0.1%
 
154 23 < 0.1%
 
153 36 < 0.1%
 

h1_sodium_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count114
Unique (%)0.1%
Missing72617
Missing (%)79.2%
Infinite0
Infinite (%)0.0%
Mean137.90194805194804
Minimum114.0
Maximum157.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum114
5-th percentile128
Q1135
median138
Q3141
95-th percentile146
Maximum157
Range43
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.676796243
Coefficient of variation (CV)0.04116545359
Kurtosis3.335164802
Mean137.9019481
Median Absolute Deviation (MAD)4.023155594
Skewness-0.8728799049
Sum2633375.6
Variance32.22601558
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
139 1857 2.0%
 
138 1818 2.0%
 
140 1740 1.9%
 
137 1578 1.7%
 
141 1533 1.7%
 
136 1353 1.5%
 
142 1212 1.3%
 
135 1090 1.2%
 
143 915 1.0%
 
134 899 1.0%
 
Other values (103) 5101 5.6%
 
(Missing) 72617 79.2%
 
ValueCountFrequency (%) 
114 138 0.2%
 
115 13 < 0.1%
 
116 31 < 0.1%
 
117 39 < 0.1%
 
118 27 < 0.1%
 
ValueCountFrequency (%) 
157 74 0.1%
 
156 12 < 0.1%
 
155 20 < 0.1%
 
154 20 < 0.1%
 
153 31 < 0.1%
 

h1_spo2_max
Real number (ℝ≥0)

MISSING
Distinct count73
Unique (%)0.1%
Missing4185
Missing (%)4.6%
Infinite0
Infinite (%)0.0%
Mean98.04463714468513
Minimum0.0
Maximum100.0
Zeros12
Zeros (%)< 0.1%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile94
Q197
median99
Q3100
95-th percentile100
Maximum100
Range100
Interquartile range (IQR)3

Descriptive statistics

Standard deviation3.212934365
Coefficient of variation (CV)0.03277011837
Kurtosis252.2370262
Mean98.04463714
Median Absolute Deviation (MAD)1.895463114
Skewness-10.80882417
Sum8581651
Variance10.32294724
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
100 36146 39.4%
 
99 12848 14.0%
 
98 11409 12.4%
 
97 9085 9.9%
 
96 6697 7.3%
 
95 4441 4.8%
 
94 2789 3.0%
 
93 1552 1.7%
 
92 984 1.1%
 
91 479 0.5%
 
Other values (62) 1098 1.2%
 
(Missing) 4185 4.6%
 
ValueCountFrequency (%) 
0 12 < 0.1%
 
2 2 < 0.1%
 
10 2 < 0.1%
 
12 1 < 0.1%
 
13 1 < 0.1%
 
ValueCountFrequency (%) 
100 36146 39.4%
 
99 12848 14.0%
 
98 11409 12.4%
 
97 9085 9.9%
 
96 6697 7.3%
 

h1_spo2_min
Real number (ℝ≥0)

MISSING
Distinct count101
Unique (%)0.1%
Missing4185
Missing (%)4.6%
Infinite0
Infinite (%)0.0%
Mean95.17430993510648
Minimum0.0
Maximum100.0
Zeros62
Zeros (%)0.1%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile87
Q194
median96
Q399
95-th percentile100
Maximum100
Range100
Interquartile range (IQR)5

Descriptive statistics

Standard deviation6.625226616
Coefficient of variation (CV)0.06961150147
Kurtosis73.86646256
Mean95.17430994
Median Absolute Deviation (MAD)3.560772015
Skewness-6.769661707
Sum8330417
Variance43.89362772
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
100 14357 15.7%
 
97 9787 10.7%
 
98 9728 10.6%
 
96 9373 10.2%
 
99 8745 9.5%
 
95 8276 9.0%
 
94 6675 7.3%
 
93 5244 5.7%
 
92 3919 4.3%
 
91 2679 2.9%
 
Other values (90) 8745 9.5%
 
(Missing) 4185 4.6%
 
ValueCountFrequency (%) 
0 62 0.1%
 
1 4 < 0.1%
 
2 13 < 0.1%
 
3 3 < 0.1%
 
4 4 < 0.1%
 
ValueCountFrequency (%) 
100 14357 15.7%
 
99 8745 9.5%
 
98 9728 10.6%
 
97 9787 10.7%
 
96 9373 10.2%
 

h1_sysbp_invasive_max
Real number (ℝ≥0)

MISSING
Distinct count182
Unique (%)0.2%
Missing74915
Missing (%)81.7%
Infinite0
Infinite (%)0.0%
Mean138.70282176449578
Minimum65.0
Maximum246.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum65
5-th percentile97
Q1119
median136
Q3156
95-th percentile190
Maximum246
Range181
Interquartile range (IQR)37

Descriptive statistics

Standard deviation29.20976895
Coefficient of variation (CV)0.2105924637
Kurtosis0.943006325
Mean138.7028218
Median Absolute Deviation (MAD)22.69800028
Skewness0.5872449066
Sum2329930
Variance853.2106023
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
132 318 0.3%
 
126 305 0.3%
 
124 295 0.3%
 
130 288 0.3%
 
120 286 0.3%
 
134 279 0.3%
 
146 273 0.3%
 
122 270 0.3%
 
140 269 0.3%
 
138 265 0.3%
 
Other values (171) 13950 15.2%
 
(Missing) 74915 81.7%
 
ValueCountFrequency (%) 
65 97 0.1%
 
66 5 < 0.1%
 
67 3 < 0.1%
 
68 7 < 0.1%
 
69 7 < 0.1%
 
ValueCountFrequency (%) 
246 102 0.1%
 
245 4 < 0.1%
 
244 2 < 0.1%
 
243 2 < 0.1%
 
242 1 < 0.1%
 

h1_sysbp_invasive_min
Real number (ℝ≥0)

MISSING
Distinct count169
Unique (%)0.2%
Missing74915
Missing (%)81.7%
Infinite0
Infinite (%)0.0%
Mean114.83409929753543
Minimum31.44
Maximum198.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum31.44
5-th percentile75
Q195
median112
Q3133
95-th percentile164
Maximum198
Range166.56
Interquartile range (IQR)38

Descriptive statistics

Standard deviation27.97248092
Coefficient of variation (CV)0.2435903716
Kurtosis0.2313962297
Mean114.8340993
Median Absolute Deviation (MAD)22.24809876
Skewness0.2412888503
Sum1928983.2
Variance782.459689
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
110 293 0.3%
 
92 288 0.3%
 
98 287 0.3%
 
108 284 0.3%
 
112 282 0.3%
 
102 281 0.3%
 
94 277 0.3%
 
104 273 0.3%
 
114 273 0.3%
 
116 271 0.3%
 
Other values (158) 13989 15.3%
 
(Missing) 74915 81.7%
 
ValueCountFrequency (%) 
31.44 105 0.1%
 
32 1 < 0.1%
 
33 2 < 0.1%
 
34 4 < 0.1%
 
35 1 < 0.1%
 
ValueCountFrequency (%) 
198 79 0.1%
 
197 5 < 0.1%
 
196 8 < 0.1%
 
195 4 < 0.1%
 
194 6 < 0.1%
 

h1_sysbp_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count150
Unique (%)0.2%
Missing3611
Missing (%)3.9%
Infinite0
Infinite (%)0.0%
Mean133.24739506481123
Minimum75.0
Maximum223.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum75
5-th percentile93
Q1113
median131
Q3150
95-th percentile184
Maximum223
Range148
Interquartile range (IQR)37

Descriptive statistics

Standard deviation27.55698551
Coefficient of variation (CV)0.2068106885
Kurtosis0.2404019285
Mean133.2473951
Median Absolute Deviation (MAD)21.90957113
Skewness0.5493598106
Sum11739362
Variance759.3874505
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
124 1358 1.5%
 
118 1357 1.5%
 
122 1326 1.4%
 
125 1320 1.4%
 
128 1303 1.4%
 
132 1303 1.4%
 
140 1297 1.4%
 
130 1294 1.4%
 
119 1293 1.4%
 
127 1289 1.4%
 
Other values (139) 74962 81.7%
 
(Missing) 3611 3.9%
 
ValueCountFrequency (%) 
75 501 0.5%
 
76 62 0.1%
 
77 68 0.1%
 
78 87 0.1%
 
79 84 0.1%
 
ValueCountFrequency (%) 
223 419 0.5%
 
222 39 < 0.1%
 
221 28 < 0.1%
 
220 37 < 0.1%
 
219 41 < 0.1%
 

h1_sysbp_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count143
Unique (%)0.2%
Missing3611
Missing (%)3.9%
Infinite0
Infinite (%)0.0%
Mean116.36229597511975
Minimum53.0
Maximum194.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum53
5-th percentile76
Q198
median115
Q3134
95-th percentile162
Maximum194
Range141
Interquartile range (IQR)36

Descriptive statistics

Standard deviation26.51063737
Coefficient of variation (CV)0.2278284143
Kurtosis-0.04098218525
Mean116.362296
Median Absolute Deviation (MAD)21.19218627
Skewness0.2935973992
Sum10251751
Variance702.813894
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
110 1422 1.6%
 
106 1393 1.5%
 
112 1365 1.5%
 
118 1363 1.5%
 
115 1354 1.5%
 
114 1354 1.5%
 
104 1331 1.5%
 
102 1329 1.4%
 
105 1302 1.4%
 
113 1296 1.4%
 
Other values (132) 74593 81.3%
 
(Missing) 3611 3.9%
 
ValueCountFrequency (%) 
53 500 0.5%
 
54 57 0.1%
 
55 61 0.1%
 
56 65 0.1%
 
57 74 0.1%
 
ValueCountFrequency (%) 
194 482 0.5%
 
193 25 < 0.1%
 
192 41 < 0.1%
 
191 43 < 0.1%
 
190 58 0.1%
 

h1_sysbp_noninvasive_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count150
Unique (%)0.2%
Missing7341
Missing (%)8.0%
Infinite0
Infinite (%)0.0%
Mean133.05468638884938
Minimum75.0
Maximum223.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum75
5-th percentile93
Q1113
median130
Q3150
95-th percentile184
Maximum223
Range148
Interquartile range (IQR)37

Descriptive statistics

Standard deviation27.67975088
Coefficient of variation (CV)0.2080328895
Kurtosis0.22309368
Mean133.0546864
Median Absolute Deviation (MAD)22.02384464
Skewness0.5513907977
Sum11226090
Variance766.1686086
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
118 1287 1.4%
 
119 1270 1.4%
 
124 1265 1.4%
 
125 1254 1.4%
 
122 1253 1.4%
 
127 1243 1.4%
 
128 1240 1.4%
 
140 1227 1.3%
 
123 1220 1.3%
 
117 1219 1.3%
 
Other values (139) 71894 78.4%
 
(Missing) 7341 8.0%
 
ValueCountFrequency (%) 
75 490 0.5%
 
76 61 0.1%
 
77 69 0.1%
 
78 85 0.1%
 
79 83 0.1%
 
ValueCountFrequency (%) 
223 393 0.4%
 
222 37 < 0.1%
 
221 26 < 0.1%
 
220 35 < 0.1%
 
219 41 < 0.1%
 

h1_sysbp_noninvasive_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count144
Unique (%)0.2%
Missing7341
Missing (%)8.0%
Infinite0
Infinite (%)0.0%
Mean116.54962546816479
Minimum53.0
Maximum195.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum53
5-th percentile75
Q198
median115
Q3134
95-th percentile163
Maximum195
Range142
Interquartile range (IQR)36

Descriptive statistics

Standard deviation26.62352832
Coefficient of variation (CV)0.2284308355
Kurtosis-0.03691201819
Mean116.5496255
Median Absolute Deviation (MAD)21.27479003
Skewness0.2846130218
Sum9833525
Variance708.8122604
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
110 1335 1.5%
 
115 1315 1.4%
 
106 1311 1.4%
 
118 1298 1.4%
 
112 1291 1.4%
 
114 1281 1.4%
 
119 1263 1.4%
 
104 1258 1.4%
 
102 1254 1.4%
 
111 1254 1.4%
 
Other values (133) 71512 78.0%
 
(Missing) 7341 8.0%
 
ValueCountFrequency (%) 
53 493 0.5%
 
54 54 0.1%
 
55 60 0.1%
 
56 65 0.1%
 
57 74 0.1%
 
ValueCountFrequency (%) 
195 447 0.5%
 
194 24 < 0.1%
 
193 24 < 0.1%
 
192 40 < 0.1%
 
191 43 < 0.1%
 

h1_temp_max
Real number (ℝ≥0)

MISSING
Distinct count295
Unique (%)0.3%
Missing21732
Missing (%)23.7%
Infinite0
Infinite (%)0.0%
Mean36.71085759550635
Minimum33.4
Maximum39.5
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum33.4
5-th percentile35.6
Q136.4
median36.7
Q337
95-th percentile37.9
Maximum39.5
Range6.1
Interquartile range (IQR)0.6

Descriptive statistics

Standard deviation0.7530901573
Coefficient of variation (CV)0.02051409873
Kurtosis4.129659814
Mean36.7108576
Median Absolute Deviation (MAD)0.5007330857
Skewness-0.273579708
Sum2569062.525
Variance0.5671447851
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
36.7 6306 6.9%
 
36.8 6126 6.7%
 
36.6 6069 6.6%
 
36.4 5115 5.6%
 
36.9 4812 5.2%
 
36.5 3778 4.1%
 
37.1 3435 3.7%
 
37 3370 3.7%
 
36.3 3221 3.5%
 
37.2 2636 2.9%
 
Other values (284) 25113 27.4%
 
(Missing) 21732 23.7%
 
ValueCountFrequency (%) 
33.4 398 0.4%
 
33.44444444 1 < 0.1%
 
33.47 1 < 0.1%
 
33.5 20 < 0.1%
 
33.6 30 < 0.1%
 
ValueCountFrequency (%) 
39.5 279 0.3%
 
39.4476 1 < 0.1%
 
39.44 2 < 0.1%
 
39.4 98 0.1%
 
39.38 2 < 0.1%
 

h1_temp_min
Real number (ℝ≥0)

MISSING
Distinct count304
Unique (%)0.3%
Missing21732
Missing (%)23.7%
Infinite0
Infinite (%)0.0%
Mean36.6076505689007
Minimum32.9
Maximum39.3
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum32.9
5-th percentile35.4
Q136.3
median36.6
Q336.94
95-th percentile37.8
Maximum39.3
Range6.4
Interquartile range (IQR)0.64

Descriptive statistics

Standard deviation0.7767061964
Coefficient of variation (CV)0.02121704574
Kurtosis4.924943778
Mean36.60765057
Median Absolute Deviation (MAD)0.5128116207
Skewness-0.8113391347
Sum2561839.994
Variance0.6032725155
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
36.7 6217 6.8%
 
36.6 6132 6.7%
 
36.8 5768 6.3%
 
36.4 5484 6.0%
 
36.9 4357 4.8%
 
36.5 3964 4.3%
 
36.3 3644 4.0%
 
37.1 3022 3.3%
 
37 2961 3.2%
 
36.2 2661 2.9%
 
Other values (293) 25771 28.1%
 
(Missing) 21732 23.7%
 
ValueCountFrequency (%) 
32.9 383 0.4%
 
32.94 2 < 0.1%
 
33 35 < 0.1%
 
33.05 1 < 0.1%
 
33.09 1 < 0.1%
 
ValueCountFrequency (%) 
39.3 267 0.3%
 
39.27 2 < 0.1%
 
39.22 1 < 0.1%
 
39.2 75 0.1%
 
39.16666667 1 < 0.1%
 

h1_wbc_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count2076
Unique (%)2.3%
Missing75953
Missing (%)82.8%
Infinite0
Infinite (%)0.0%
Mean13.460211928934008
Minimum1.1
Maximum44.102
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum1.1
5-th percentile4.9
Q18.6
median12.12
Q316.8
95-th percentile26.8
Maximum44.102
Range43.002
Interquartile range (IQR)8.2

Descriptive statistics

Standard deviation6.979338858
Coefficient of variation (CV)0.5185162682
Kurtosis2.675690695
Mean13.46021193
Median Absolute Deviation (MAD)5.245936113
Skewness1.324902234
Sum212132.94
Variance48.7111709
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10.6 117 0.1%
 
9.6 107 0.1%
 
12.9 105 0.1%
 
10.1 103 0.1%
 
13.6 102 0.1%
 
8.5 102 0.1%
 
8 100 0.1%
 
9.8 100 0.1%
 
9 98 0.1%
 
9.3 97 0.1%
 
Other values (2065) 14729 16.1%
 
(Missing) 75953 82.8%
 
ValueCountFrequency (%) 
1.1 77 0.1%
 
1.11 1 < 0.1%
 
1.13 1 < 0.1%
 
1.18 1 < 0.1%
 
1.19 1 < 0.1%
 
ValueCountFrequency (%) 
44.102 80 0.1%
 
44 2 < 0.1%
 
43.71 1 < 0.1%
 
43.53 1 < 0.1%
 
43.5 1 < 0.1%
 

h1_wbc_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count2073
Unique (%)2.3%
Missing75953
Missing (%)82.8%
Infinite0
Infinite (%)0.0%
Mean13.423474974619287
Minimum1.0898
Maximum44.102
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum1.0898
5-th percentile4.9
Q18.6
median12.1
Q316.7
95-th percentile26.7
Maximum44.102
Range43.0122
Interquartile range (IQR)8.1

Descriptive statistics

Standard deviation6.965104289
Coefficient of variation (CV)0.518874904
Kurtosis2.706602551
Mean13.42347497
Median Absolute Deviation (MAD)5.233000798
Skewness1.330382396
Sum211553.9656
Variance48.51267775
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10.6 114 0.1%
 
9.6 107 0.1%
 
12.9 105 0.1%
 
8.5 103 0.1%
 
9.8 102 0.1%
 
13.6 101 0.1%
 
10.1 100 0.1%
 
8 100 0.1%
 
9 98 0.1%
 
7.6 97 0.1%
 
Other values (2062) 14733 16.1%
 
(Missing) 75953 82.8%
 
ValueCountFrequency (%) 
1.0898 72 0.1%
 
1.1 5 < 0.1%
 
1.11 1 < 0.1%
 
1.13 1 < 0.1%
 
1.18 1 < 0.1%
 
ValueCountFrequency (%) 
44.102 80 0.1%
 
44 2 < 0.1%
 
43.71 1 < 0.1%
 
43.53 1 < 0.1%
 
43.5 1 < 0.1%
 

heart_rate_apache
Real number (ℝ≥0)

Distinct count150
Unique (%)0.2%
Missing878
Missing (%)1.0%
Infinite0
Infinite (%)0.0%
Mean99.70793196455111
Minimum30.0
Maximum178.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum30
5-th percentile47
Q186
median104
Q3120
95-th percentile146
Maximum178
Range148
Interquartile range (IQR)34

Descriptive statistics

Standard deviation30.8705022
Coefficient of variation (CV)0.3096092917
Kurtosis-0.4484393274
Mean99.70793196
Median Absolute Deviation (MAD)24.29064025
Skewness-0.2673001475
Sum9056970
Variance952.9879058
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
100 1860 2.0%
 
108 1806 2.0%
 
102 1794 2.0%
 
104 1724 1.9%
 
98 1716 1.9%
 
106 1689 1.8%
 
110 1638 1.8%
 
96 1634 1.8%
 
60 1624 1.8%
 
112 1609 1.8%
 
Other values (139) 73741 80.4%
 
ValueCountFrequency (%) 
30 561 0.6%
 
31 73 0.1%
 
32 105 0.1%
 
33 79 0.1%
 
34 111 0.1%
 
ValueCountFrequency (%) 
178 462 0.5%
 
177 33 < 0.1%
 
176 37 < 0.1%
 
175 46 0.1%
 
174 57 0.1%
 

height
Real number (ℝ≥0)

MISSING
Distinct count402
Unique (%)0.4%
Missing1334
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean169.64158786886333
Minimum137.2
Maximum195.59
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum137.2
5-th percentile152.4
Q1162.5
median170.1
Q3177.8
95-th percentile187.9
Maximum195.59
Range58.39
Interquartile range (IQR)15.3

Descriptive statistics

Standard deviation10.79537827
Coefficient of variation (CV)0.06363639013
Kurtosis-0.3917014616
Mean169.6415879
Median Absolute Deviation (MAD)8.870910591
Skewness-0.1014553419
Sum15332037.07
Variance116.540192
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
167.6 5362 5.8%
 
177.8 5289 5.8%
 
160 5238 5.7%
 
172.7 4834 5.3%
 
165.1 4772 5.2%
 
170.2 4141 4.5%
 
162.6 3890 4.2%
 
182.9 3662 4.0%
 
180.3 3555 3.9%
 
175.3 3524 3.8%
 
Other values (391) 46112 50.3%
 
ValueCountFrequency (%) 
137.2 453 0.5%
 
137.5 1 < 0.1%
 
137.6 1 < 0.1%
 
138 4 < 0.1%
 
138.4 1 < 0.1%
 
ValueCountFrequency (%) 
195.59 429 0.5%
 
195.58 5 < 0.1%
 
195.5 29 < 0.1%
 
195.3 1 < 0.1%
 
195 21 < 0.1%
 

hematocrit_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count354
Unique (%)0.4%
Missing19878
Missing (%)21.7%
Infinite0
Infinite (%)0.0%
Mean32.98873947240203
Minimum16.2
Maximum51.4
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum16.2
5-th percentile21.6
Q128
median33.2
Q337.9
95-th percentile43.9
Maximum51.4
Range35.2
Interquartile range (IQR)9.9

Descriptive statistics

Standard deviation6.873585174
Coefficient of variation (CV)0.2083615586
Kurtosis-0.360137852
Mean32.98873947
Median Absolute Deviation (MAD)5.598736681
Skewness-0.0007926945536
Sum2369746.1
Variance47.24617314
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
34 544 0.6%
 
36 538 0.6%
 
35 523 0.6%
 
33 504 0.5%
 
31 494 0.5%
 
32 477 0.5%
 
29 477 0.5%
 
37 460 0.5%
 
30 458 0.5%
 
38 445 0.5%
 
Other values (343) 66915 73.0%
 
(Missing) 19878 21.7%
 
ValueCountFrequency (%) 
16.2 380 0.4%
 
16.3 18 < 0.1%
 
16.4 20 < 0.1%
 
16.5 21 < 0.1%
 
16.6 8 < 0.1%
 
ValueCountFrequency (%) 
51.4 368 0.4%
 
51.3 17 < 0.1%
 
51.2 11 < 0.1%
 
51.1 11 < 0.1%
 
51 16 < 0.1%
 
Distinct count3
Unique (%)< 0.1%
Missing715
Missing (%)0.8%
Memory size716.6 KiB
0
89816
1
 
1182
(Missing)
 
715
ValueCountFrequency (%) 
0 89816 97.9%
 
1 1182 1.3%
 
(Missing) 715 0.8%
 

hospital_admit_source
Categorical

MISSING
Distinct count16
Unique (%)< 0.1%
Missing21409
Missing (%)23.3%
Memory size716.6 KiB
Emergency Department
36962
Operating Room
9787
Floor
8055
Direct Admit
 
6441
Recovery Room
 
2896
Other values (10)
 
6163
ValueCountFrequency (%) 
Emergency Department 36962 40.3%
 
Operating Room 9787 10.7%
 
Floor 8055 8.8%
 
Direct Admit 6441 7.0%
 
Recovery Room 2896 3.2%
 
Acute Care/Floor 1910 2.1%
 
Other Hospital 1641 1.8%
 
Step-Down Unit (SDU) 1131 1.2%
 
PACU 1017 1.1%
 
Other ICU 233 0.3%
 
Other values (5) 231 0.3%
 
(Missing) 21409 23.3%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length20
Mean length12.87709485
Min length3
Scatter
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size716.6 KiB
0
83798
1
 
7915
ValueCountFrequency (%) 
0 83798 91.4%
 
1 7915 8.6%
 

hospital_id
Real number (ℝ≥0)

Distinct count147
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean105.66926171862222
Minimum2
Maximum204
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum2
5-th percentile14
Q147
median109
Q3161
95-th percentile196
Maximum204
Range202
Interquartile range (IQR)114

Descriptive statistics

Standard deviation62.85440643
Coefficient of variation (CV)0.5948220458
Kurtosis-1.358566654
Mean105.6692617
Median Absolute Deviation (MAD)55.28772946
Skewness-0.04568284482
Sum9691245
Variance3950.676408
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 2. 2.5 4.5 5.5 7. ... 198.5 199.5 201. 203. 204. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
118 4333 4.7%
 
19 3925 4.3%
 
188 3095 3.4%
 
161 2792 3.0%
 
70 2754 3.0%
 
196 2730 3.0%
 
176 2583 2.8%
 
21 2470 2.7%
 
194 2258 2.5%
 
174 2225 2.4%
 
Other values (137) 62548 68.2%
 
ValueCountFrequency (%) 
2 1284 1.4%
 
3 16 < 0.1%
 
4 7 < 0.1%
 
5 414 0.5%
 
6 238 0.3%
 
ValueCountFrequency (%) 
204 1261 1.4%
 
202 307 0.3%
 
200 367 0.4%
 
199 546 0.6%
 
198 29 < 0.1%
 

icu_admit_source
Categorical

Distinct count6
Unique (%)< 0.1%
Missing112
Missing (%)0.1%
Memory size716.6 KiB
Accident & Emergency
54060
Operating Room / Recovery
18713
Floor
15611
Other Hospital
 
2358
Other ICU
 
859
ValueCountFrequency (%) 
Accident & Emergency 54060 58.9%
 
Operating Room / Recovery 18713 20.4%
 
Floor 15611 17.0%
 
Other Hospital 2358 2.6%
 
Other ICU 859 0.9%
 
(Missing) 112 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length25
Mean length18.18890452
Min length3
Scatter

icu_id
Real number (ℝ≥0)

Distinct count241
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean508.3576919302607
Minimum82
Maximum927
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum82
5-th percentile98
Q1369
median504
Q3679
95-th percentile876
Maximum927
Range845
Interquartile range (IQR)310

Descriptive statistics

Standard deviation228.9896609
Coefficient of variation (CV)0.4504498792
Kurtosis-0.8191839359
Mean508.3576919
Median Absolute Deviation (MAD)189.0734716
Skewness-0.1639399504
Sum46623009
Variance52436.26482
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 82. 82.5 89.5 90.5 91.5 ... 921.5 923.5 925.5 926.5 927. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
646 1325 1.4%
 
653 1307 1.4%
 
876 1284 1.4%
 
413 1239 1.4%
 
236 1140 1.2%
 
337 1097 1.2%
 
133 1042 1.1%
 
434 993 1.1%
 
840 945 1.0%
 
404 944 1.0%
 
Other values (231) 80397 87.7%
 
ValueCountFrequency (%) 
82 150 0.2%
 
83 187 0.2%
 
85 272 0.3%
 
87 234 0.3%
 
89 142 0.2%
 
ValueCountFrequency (%) 
927 199 0.2%
 
926 109 0.1%
 
925 121 0.1%
 
922 22 < 0.1%
 
921 247 0.3%
 

icu_stay_type
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size716.6 KiB
admit
86183
transfer
 
4970
readmit
 
560
ValueCountFrequency (%) 
admit 86183 94.0%
 
transfer 4970 5.4%
 
readmit 560 0.6%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length8
Mean length5.174784382
Min length5
Scatter

icu_type
Categorical

Distinct count8
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size716.6 KiB
Med-Surg ICU
50586
MICU
 
7695
Neuro ICU
 
7675
CCU-CTICU
 
7156
SICU
 
5209
Other values (3)
13392
ValueCountFrequency (%) 
Med-Surg ICU 50586 55.2%
 
MICU 7695 8.4%
 
Neuro ICU 7675 8.4%
 
CCU-CTICU 7156 7.8%
 
SICU 5209 5.7%
 
Cardiac ICU 4776 5.2%
 
CSICU 4613 5.0%
 
CTICU 4003 4.4%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length12
Mean length9.679576505
Min length4
Scatter
Distinct count3
Unique (%)< 0.1%
Missing715
Missing (%)0.8%
Memory size716.6 KiB
0
88617
1
 
2381
(Missing)
 
715
ValueCountFrequency (%) 
0 88617 96.6%
 
1 2381 2.6%
 
(Missing) 715 0.8%
 
Distinct count3
Unique (%)< 0.1%
Missing715
Missing (%)0.8%
Memory size716.6 KiB
0
77237
1
 
13761
(Missing)
 
715
ValueCountFrequency (%) 
0 77237 84.2%
 
1 13761 15.0%
 
(Missing) 715 0.8%
 

leukemia
Boolean

Distinct count3
Unique (%)< 0.1%
Missing715
Missing (%)0.8%
Memory size716.6 KiB
0
90355
1
 
643
(Missing)
 
715
ValueCountFrequency (%) 
0 90355 98.5%
 
1 643 0.7%
 
(Missing) 715 0.8%
 

lymphoma
Boolean

Distinct count3
Unique (%)< 0.1%
Missing715
Missing (%)0.8%
Memory size716.6 KiB
0
90622
1
 
376
(Missing)
 
715
ValueCountFrequency (%) 
0 90622 98.8%
 
1 376 0.4%
 
(Missing) 715 0.8%
 

map_apache
Real number (ℝ≥0)

MISSING
Distinct count162
Unique (%)0.2%
Missing994
Missing (%)1.1%
Infinite0
Infinite (%)0.0%
Mean88.01587319084206
Minimum40.0
Maximum200.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum40
5-th percentile42
Q154
median67
Q3125
95-th percentile164
Maximum200
Range160
Interquartile range (IQR)71

Descriptive statistics

Standard deviation42.03241178
Coefficient of variation (CV)0.4775549029
Kurtosis-0.7937379143
Mean88.01587319
Median Absolute Deviation (MAD)38.00725653
Skewness0.6983194658
Sum7984712
Variance1766.72364
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
56 2122 2.3%
 
54 2029 2.2%
 
60 1971 2.1%
 
58 1955 2.1%
 
53 1893 2.1%
 
55 1882 2.1%
 
52 1877 2.0%
 
40 1874 2.0%
 
57 1844 2.0%
 
51 1814 2.0%
 
Other values (151) 71458 77.9%
 
ValueCountFrequency (%) 
40 1874 2.0%
 
41 1450 1.6%
 
42 1383 1.5%
 
43 1358 1.5%
 
44 1360 1.5%
 
ValueCountFrequency (%) 
200 141 0.2%
 
199 128 0.1%
 
198 100 0.1%
 
197 113 0.1%
 
196 121 0.1%
 

paco2_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count705
Unique (%)0.8%
Missing70868
Missing (%)77.3%
Infinite0
Infinite (%)0.0%
Mean42.1832381866155
Minimum18.0
Maximum95.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum18
5-th percentile26
Q134.4
median40
Q347
95-th percentile67
Maximum95
Range77
Interquartile range (IQR)12.6

Descriptive statistics

Standard deviation12.38241243
Coefficient of variation (CV)0.2935386889
Kurtosis3.056654926
Mean42.18323819
Median Absolute Deviation (MAD)8.907681411
Skewness1.377842886
Sum879309.6
Variance153.3241376
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
38 546 0.6%
 
42 531 0.6%
 
40 529 0.6%
 
41 524 0.6%
 
37 518 0.6%
 
39 499 0.5%
 
35 466 0.5%
 
43 461 0.5%
 
36 457 0.5%
 
44 421 0.5%
 
Other values (694) 15893 17.3%
 
(Missing) 70868 77.3%
 
ValueCountFrequency (%) 
18 136 0.1%
 
18.1 1 < 0.1%
 
18.2 3 < 0.1%
 
18.3 2 < 0.1%
 
18.4 1 < 0.1%
 
ValueCountFrequency (%) 
95 108 0.1%
 
94.5 1 < 0.1%
 
94.4 1 < 0.1%
 
94.3 1 < 0.1%
 
94.2 1 < 0.1%
 

paco2_for_ph_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count705
Unique (%)0.8%
Missing70868
Missing (%)77.3%
Infinite0
Infinite (%)0.0%
Mean42.1832381866155
Minimum18.0
Maximum95.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum18
5-th percentile26
Q134.4
median40
Q347
95-th percentile67
Maximum95
Range77
Interquartile range (IQR)12.6

Descriptive statistics

Standard deviation12.38241243
Coefficient of variation (CV)0.2935386889
Kurtosis3.056654926
Mean42.18323819
Median Absolute Deviation (MAD)8.907681411
Skewness1.377842886
Sum879309.6
Variance153.3241376
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
38 546 0.6%
 
42 531 0.6%
 
40 529 0.6%
 
41 524 0.6%
 
37 518 0.6%
 
39 499 0.5%
 
35 466 0.5%
 
43 461 0.5%
 
36 457 0.5%
 
44 421 0.5%
 
Other values (694) 15893 17.3%
 
(Missing) 70868 77.3%
 
ValueCountFrequency (%) 
18 136 0.1%
 
18.1 1 < 0.1%
 
18.2 3 < 0.1%
 
18.3 2 < 0.1%
 
18.4 1 < 0.1%
 
ValueCountFrequency (%) 
95 108 0.1%
 
94.5 1 < 0.1%
 
94.4 1 < 0.1%
 
94.3 1 < 0.1%
 
94.2 1 < 0.1%
 

pao2_apache
Real number (ℝ≥0)

MISSING
Distinct count2004
Unique (%)2.2%
Missing70868
Missing (%)77.3%
Infinite0
Infinite (%)0.0%
Mean131.14846725833536
Minimum31.0
Maximum498.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum31
5-th percentile56.9
Q177.5
median103.5
Q3153
95-th percentile315.74
Maximum498
Range467
Interquartile range (IQR)75.5

Descriptive statistics

Standard deviation83.60729158
Coefficient of variation (CV)0.6375010957
Kurtosis4.586693477
Mean131.1484673
Median Absolute Deviation (MAD)59.16751657
Skewness2.048364736
Sum2733789.8
Variance6990.179205
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
78 199 0.2%
 
76 189 0.2%
 
77 185 0.2%
 
74 184 0.2%
 
82 182 0.2%
 
81 181 0.2%
 
69 180 0.2%
 
75 177 0.2%
 
72 176 0.2%
 
68 175 0.2%
 
Other values (1993) 19017 20.7%
 
(Missing) 70868 77.3%
 
ValueCountFrequency (%) 
31 84 0.1%
 
31.1 1 < 0.1%
 
31.4 1 < 0.1%
 
31.7 2 < 0.1%
 
32 4 < 0.1%
 
ValueCountFrequency (%) 
498 104 0.1%
 
497.2 1 < 0.1%
 
497 3 < 0.1%
 
496 2 < 0.1%
 
495.7 1 < 0.1%
 

patient_id
Real number (ℝ≥0)

UNIQUE
Distinct count91713
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean65537.13146445979
Minimum1
Maximum131051
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile6612.8
Q132830
median65413
Q398298
95-th percentile124489.8
Maximum131051
Range131050
Interquartile range (IQR)65468

Descriptive statistics

Standard deviation37811.25218
Coefficient of variation (CV)0.5769439604
Kurtosis-1.198444029
Mean65537.13146
Median Absolute Deviation (MAD)32739.61622
Skewness0.0007770876498
Sum6010606938
Variance1429690792
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.00000e+00 1.31051e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8188 1 < 0.1%
 
10960 1 < 0.1%
 
66229 1 < 0.1%
 
72374 1 < 0.1%
 
92856 1 < 0.1%
 
94907 1 < 0.1%
 
84668 1 < 0.1%
 
82621 1 < 0.1%
 
88766 1 < 0.1%
 
86719 1 < 0.1%
 
Other values (91703) 91703 > 99.9%
 
ValueCountFrequency (%) 
1 1 < 0.1%
 
2 1 < 0.1%
 
3 1 < 0.1%
 
4 1 < 0.1%
 
5 1 < 0.1%
 
ValueCountFrequency (%) 
131051 1 < 0.1%
 
131049 1 < 0.1%
 
131048 1 < 0.1%
 
131047 1 < 0.1%
 
131045 1 < 0.1%
 

ph_apache
Real number (ℝ≥0)

MISSING
Distinct count556
Unique (%)0.6%
Missing70868
Missing (%)77.3%
Infinite0
Infinite (%)0.0%
Mean7.353894788198608
Minimum6.960539999999999
Maximum7.59
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum6.96054
5-th percentile7.18
Q17.308
median7.36
Q37.419
95-th percentile7.49
Maximum7.59
Range0.62946
Interquartile range (IQR)0.111

Descriptive statistics

Standard deviation0.09775468715
Coefficient of variation (CV)0.01329291348
Kurtosis1.914718398
Mean7.353894788
Median Absolute Deviation (MAD)0.07287295941
Skewness-0.8790942826
Sum153291.9369
Variance0.00955597886
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
7.36 757 0.8%
 
7.37 722 0.8%
 
7.38 721 0.8%
 
7.35 706 0.8%
 
7.34 688 0.8%
 
7.4 677 0.7%
 
7.33 653 0.7%
 
7.39 646 0.7%
 
7.41 625 0.7%
 
7.32 595 0.6%
 
Other values (545) 14055 15.3%
 
(Missing) 70868 77.3%
 
ValueCountFrequency (%) 
6.96054 109 0.1%
 
6.963 2 < 0.1%
 
6.966 1 < 0.1%
 
6.97 12 < 0.1%
 
6.971 1 < 0.1%
 
ValueCountFrequency (%) 
7.59 100 0.1%
 
7.588 2 < 0.1%
 
7.586 2 < 0.1%
 
7.584 1 < 0.1%
 
7.581 1 < 0.1%
 

pre_icu_los_days
Real number (ℝ)

ZEROS
Distinct count9757
Unique (%)10.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.835766050667986
Minimum-24.94722222
Maximum159.09097219999998
Zeros3711
Zeros (%)4.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum-24.94722222
5-th percentile0.000694444
Q10.035416667
median0.138888889
Q30.409027778
95-th percentile4.387777778
Maximum159.0909722
Range184.0381944
Interquartile range (IQR)0.373611111

Descriptive statistics

Standard deviation2.487756173
Coefficient of variation (CV)2.976617884
Kurtosis311.7346401
Mean0.8357660507
Median Absolute Deviation (MAD)1.133916224
Skewness10.98861456
Sum76650.6118
Variance6.188930777
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-24.94722222 -6.39409722 -2.83090278 -1.84861111 -1.00173611 ... 18.75590278 27.37951389 36.91666667 65.98611111 159.0909722 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3711 4.0%
 
0.000694444 1403 1.5%
 
0.001388889 1011 1.1%
 
0.002083333 887 1.0%
 
0.002777778 811 0.9%
 
0.003472222 780 0.9%
 
0.004861111 718 0.8%
 
0.004166667 704 0.8%
 
0.00625 651 0.7%
 
0.005555556 619 0.7%
 
Other values (9747) 80418 87.7%
 
ValueCountFrequency (%) 
-24.94722222 1 < 0.1%
 
-13.775 1 < 0.1%
 
-11.40972222 1 < 0.1%
 
-10.69375 1 < 0.1%
 
-6.634722222 1 < 0.1%
 
ValueCountFrequency (%) 
159.0909722 1 < 0.1%
 
84.36736111 1 < 0.1%
 
81.80277778 1 < 0.1%
 
78.7625 1 < 0.1%
 
73.02291667 1 < 0.1%
 

readmission_status
Boolean

CONST
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size716.6 KiB
0
91713
ValueCountFrequency (%) 
0 91713 100.0%
 

resprate_apache
Real number (ℝ≥0)

MISSING
Distinct count75
Unique (%)0.1%
Missing1234
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean25.811006973993962
Minimum4.0
Maximum60.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile5
Q111
median28
Q336
95-th percentile53
Maximum60
Range56
Interquartile range (IQR)25

Descriptive statistics

Standard deviation15.10631244
Coefficient of variation (CV)0.5852662958
Kurtosis-0.9276685134
Mean25.81100697
Median Absolute Deviation (MAD)12.93473532
Skewness0.2584941629
Sum2335354.1
Variance228.2006756
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10 4303 4.7%
 
12 4221 4.6%
 
11 3911 4.3%
 
4 3528 3.8%
 
9 3432 3.7%
 
30 3145 3.4%
 
28 3074 3.4%
 
8 2927 3.2%
 
29 2887 3.1%
 
31 2725 3.0%
 
Other values (64) 56326 61.4%
 
ValueCountFrequency (%) 
4 3528 3.8%
 
5 2076 2.3%
 
5.9 1 < 0.1%
 
6 2091 2.3%
 
7 2415 2.6%
 
ValueCountFrequency (%) 
60 937 1.0%
 
59 666 0.7%
 
58 516 0.6%
 
57 509 0.6%
 
56 494 0.5%
 

sodium_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count120
Unique (%)0.1%
Missing18600
Missing (%)20.3%
Infinite0
Infinite (%)0.0%
Mean137.96637260131578
Minimum117.0
Maximum158.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum117
5-th percentile129
Q1135
median138
Q3141
95-th percentile146
Maximum158
Range41
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.279418413
Coefficient of variation (CV)0.0382659797
Kurtosis2.914769586
Mean137.9663726
Median Absolute Deviation (MAD)3.738567819
Skewness-0.2928185361
Sum10087135.4
Variance27.87225878
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
139 7543 8.2%
 
138 7461 8.1%
 
140 6948 7.6%
 
137 6741 7.4%
 
136 5766 6.3%
 
141 5636 6.1%
 
135 4481 4.9%
 
142 4349 4.7%
 
134 3660 4.0%
 
143 2858 3.1%
 
Other values (109) 17670 19.3%
 
(Missing) 18600 20.3%
 
ValueCountFrequency (%) 
117 470 0.5%
 
118 62 0.1%
 
119 87 0.1%
 
120 83 0.1%
 
120.4 1 < 0.1%
 
ValueCountFrequency (%) 
158 314 0.3%
 
157 58 0.1%
 
156 62 0.1%
 
155 104 0.1%
 
154 95 0.1%
 
Distinct count3
Unique (%)< 0.1%
Missing715
Missing (%)0.8%
Memory size716.6 KiB
0
89120
1
 
1878
(Missing)
 
715
ValueCountFrequency (%) 
0 89120 97.2%
 
1 1878 2.0%
 
(Missing) 715 0.8%
 

temp_apache
Real number (ℝ≥0)

MISSING
Distinct count192
Unique (%)0.2%
Missing4108
Missing (%)4.5%
Infinite0
Infinite (%)0.0%
Mean36.41447246161749
Minimum32.1
Maximum39.7
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum32.1
5-th percentile35.3
Q136.2
median36.5
Q336.7
95-th percentile37.3
Maximum39.7
Range7.6
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.8334964156
Coefficient of variation (CV)0.02288915256
Kurtosis8.983860939
Mean36.41447246
Median Absolute Deviation (MAD)0.4907032061
Skewness-0.9662992867
Sum3190089.86
Variance0.6947162749
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
36.4 9347 10.2%
 
36.6 8572 9.3%
 
36.7 8076 8.8%
 
36.3 6667 7.3%
 
36.5 6193 6.8%
 
36.8 5778 6.3%
 
36.2 4802 5.2%
 
36.1 4594 5.0%
 
36.9 3698 4.0%
 
36 2807 3.1%
 
Other values (181) 27071 29.5%
 
(Missing) 4108 4.5%
 
ValueCountFrequency (%) 
32.1 516 0.6%
 
32.16 1 < 0.1%
 
32.2 62 0.1%
 
32.22 1 < 0.1%
 
32.27 1 < 0.1%
 
ValueCountFrequency (%) 
39.7 370 0.4%
 
39.66 4 < 0.1%
 
39.61 5 < 0.1%
 
39.6 95 0.1%
 
39.55 9 < 0.1%
 

urineoutput_apache
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count24773
Unique (%)27.0%
Missing48998
Missing (%)53.4%
Infinite0
Infinite (%)0.0%
Mean1738.2768306148191
Minimum0.0
Maximum8716.669632
Zeros932
Zeros (%)1.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile104.46624
Q1740.3616
median1386.2016
Q32324.5488
95-th percentile4568.06304
Maximum8716.669632
Range8716.669632
Interquartile range (IQR)1584.1872

Descriptive statistics

Standard deviation1448.162411
Coefficient of variation (CV)0.8331022917
Kurtosis4.16504958
Mean1738.276831
Median Absolute Deviation (MAD)1064.946288
Skewness1.727689299
Sum74250494.82
Variance2097174.369
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 932 1.0%
 
8716.669632 216 0.2%
 
1799.9712 29 < 0.1%
 
899.9424 22 < 0.1%
 
1714.2624 21 < 0.1%
 
654.48 21 < 0.1%
 
2249.9424 20 < 0.1%
 
1263.0816 18 < 0.1%
 
1599.9552 18 < 0.1%
 
1439.9424 18 < 0.1%
 
Other values (24762) 41400 45.1%
 
(Missing) 48998 53.4%
 
ValueCountFrequency (%) 
0 932 1.0%
 
0.6912 2 < 0.1%
 
0.7776 14 < 0.1%
 
0.864 9 < 0.1%
 
0.9504 2 < 0.1%
 
ValueCountFrequency (%) 
8716.669632 216 0.2%
 
8715.168 1 < 0.1%
 
8708.688 1 < 0.1%
 
8698.8384 1 < 0.1%
 
8696.3328 1 < 0.1%
 
Distinct count3
Unique (%)< 0.1%
Missing715
Missing (%)0.8%
Memory size716.6 KiB
0
61358
1
29640
(Missing)
 
715
ValueCountFrequency (%) 
0 61358 66.9%
 
1 29640 32.3%
 
(Missing) 715 0.8%
 

wbc_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count3076
Unique (%)3.4%
Missing22012
Missing (%)24.0%
Infinite0
Infinite (%)0.0%
Mean12.1333328072768
Minimum0.9
Maximum45.8
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile4.3
Q17.5
median10.4
Q315.1
95-th percentile25.1
Maximum45.8
Range44.9
Interquartile range (IQR)7.6

Descriptive statistics

Standard deviation6.91798399
Coefficient of variation (CV)0.5701635404
Kurtosis4.220280652
Mean12.13333281
Median Absolute Deviation (MAD)5.112097901
Skewness1.678507661
Sum845705.43
Variance47.85850248
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
7.4 546 0.6%
 
8 540 0.6%
 
8.4 537 0.6%
 
7.6 533 0.6%
 
8.8 527 0.6%
 
7.8 525 0.6%
 
8.2 523 0.6%
 
7.9 520 0.6%
 
7 511 0.6%
 
9 511 0.6%
 
Other values (3065) 64428 70.2%
 
(Missing) 22012 24.0%
 
ValueCountFrequency (%) 
0.9 341 0.4%
 
0.92 1 < 0.1%
 
0.93 1 < 0.1%
 
0.94 1 < 0.1%
 
0.95 1 < 0.1%
 
ValueCountFrequency (%) 
45.8 347 0.4%
 
45.7 2 < 0.1%
 
45.68 2 < 0.1%
 
45.6 1 < 0.1%
 
45.5 2 < 0.1%
 

weight
Real number (ℝ≥0)

MISSING
Distinct count3410
Unique (%)3.7%
Missing2720
Missing (%)3.0%
Infinite0
Infinite (%)0.0%
Mean84.02833953232278
Minimum38.6
Maximum186.0
Zeros0
Zeros (%)0.0%
Memory size716.6 KiB
Mini histogram

Quantile statistics

Minimum38.6
5-th percentile50.3
Q166.8
median80.3
Q397.1
95-th percentile130
Maximum186
Range147.4
Interquartile range (IQR)30.3

Descriptive statistics

Standard deviation25.01149681
Coefficient of variation (CV)0.2976554928
Kurtosis1.841639794
Mean84.02833953
Median Absolute Deviation (MAD)19.0729793
Skewness1.069069779
Sum7477934.02
Variance625.5749726
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
68 974 1.1%
 
81.6 887 1.0%
 
63.5 843 0.9%
 
90.7 778 0.8%
 
77.1 738 0.8%
 
75 562 0.6%
 
72.6 560 0.6%
 
59 542 0.6%
 
80 510 0.6%
 
83.9 506 0.6%
 
Other values (3399) 82093 89.5%
 
(Missing) 2720 3.0%
 
ValueCountFrequency (%) 
38.6 459 0.5%
 
38.7 5 < 0.1%
 
38.8 6 < 0.1%
 
38.9 4 < 0.1%
 
39 33 < 0.1%
 
ValueCountFrequency (%) 
186 447 0.5%
 
185.8 1 < 0.1%
 
185.6 1 < 0.1%
 
185.5 4 < 0.1%
 
185.4 1 < 0.1%
 

Correlations

Missing values

Sample

First rows

ageaidsalbumin_apacheapache_2_bodysystemapache_2_diagnosisapache_3j_bodysystemapache_3j_diagnosisapache_4a_hospital_death_probapache_4a_icu_death_probapache_post_operativearf_apachebilirubin_apachebmibun_apachecirrhosiscreatinine_apached1_albumin_maxd1_albumin_mind1_arterial_pco2_maxd1_arterial_pco2_mind1_arterial_ph_maxd1_arterial_ph_mind1_arterial_po2_maxd1_arterial_po2_mind1_bilirubin_maxd1_bilirubin_mind1_bun_maxd1_bun_mind1_calcium_maxd1_calcium_mind1_creatinine_maxd1_creatinine_mind1_diasbp_invasive_maxd1_diasbp_invasive_mind1_diasbp_maxd1_diasbp_mind1_diasbp_noninvasive_maxd1_diasbp_noninvasive_mind1_glucose_maxd1_glucose_mind1_hco3_maxd1_hco3_mind1_heartrate_maxd1_heartrate_mind1_hemaglobin_maxd1_hemaglobin_mind1_hematocrit_maxd1_hematocrit_mind1_inr_maxd1_inr_mind1_lactate_maxd1_lactate_mind1_mbp_invasive_maxd1_mbp_invasive_mind1_mbp_maxd1_mbp_mind1_mbp_noninvasive_maxd1_mbp_noninvasive_mind1_pao2fio2ratio_maxd1_pao2fio2ratio_mind1_platelets_maxd1_platelets_mind1_potassium_maxd1_potassium_mind1_resprate_maxd1_resprate_mind1_sodium_maxd1_sodium_mind1_spo2_maxd1_spo2_mind1_sysbp_invasive_maxd1_sysbp_invasive_mind1_sysbp_maxd1_sysbp_mind1_sysbp_noninvasive_maxd1_sysbp_noninvasive_mind1_temp_maxd1_temp_mind1_wbc_maxd1_wbc_mindiabetes_mellituselective_surgeryencounter_idethnicityfio2_apachegcs_eyes_apachegcs_motor_apachegcs_unable_apachegcs_verbal_apachegenderglucose_apacheh1_albumin_maxh1_albumin_minh1_arterial_pco2_maxh1_arterial_pco2_minh1_arterial_ph_maxh1_arterial_ph_minh1_arterial_po2_maxh1_arterial_po2_minh1_bilirubin_maxh1_bilirubin_minh1_bun_maxh1_bun_minh1_calcium_maxh1_calcium_minh1_creatinine_maxh1_creatinine_minh1_diasbp_invasive_maxh1_diasbp_invasive_minh1_diasbp_maxh1_diasbp_minh1_diasbp_noninvasive_maxh1_diasbp_noninvasive_minh1_glucose_maxh1_glucose_minh1_hco3_maxh1_hco3_minh1_heartrate_maxh1_heartrate_minh1_hemaglobin_maxh1_hemaglobin_minh1_hematocrit_maxh1_hematocrit_minh1_inr_maxh1_inr_minh1_lactate_maxh1_lactate_minh1_mbp_invasive_maxh1_mbp_invasive_minh1_mbp_maxh1_mbp_minh1_mbp_noninvasive_maxh1_mbp_noninvasive_minh1_pao2fio2ratio_maxh1_pao2fio2ratio_minh1_platelets_maxh1_platelets_minh1_potassium_maxh1_potassium_minh1_resprate_maxh1_resprate_minh1_sodium_maxh1_sodium_minh1_spo2_maxh1_spo2_minh1_sysbp_invasive_maxh1_sysbp_invasive_minh1_sysbp_maxh1_sysbp_minh1_sysbp_noninvasive_maxh1_sysbp_noninvasive_minh1_temp_maxh1_temp_minh1_wbc_maxh1_wbc_minheart_rate_apacheheighthematocrit_apachehepatic_failurehospital_admit_sourcehospital_deathhospital_idicu_admit_sourceicu_idicu_stay_typeicu_typeimmunosuppressionintubated_apacheleukemialymphomamap_apachepaco2_apachepaco2_for_ph_apachepao2_apachepatient_idph_apachepre_icu_los_daysreadmission_statusresprate_apachesodium_apachesolid_tumor_with_metastasistemp_apacheurineoutput_apacheventilated_apachewbc_apacheweight
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